Pandas Profiling Report

Dataset info

Number of variables	169
Number of observations	209043
Missing cells	142851 (0.4%)
Duplicate rows	48319 (23.1%)
Total size in memory	470.1 MiB
Average record size in memory	2.3 KiB

Variables types

NUM	96
CAT	42
BOOL	31

Toggle Reproduction Information

Reproduction info

Date of analysis	2020-11-02 08:57:22.523386
Version	pandas-profiling v2.4.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download Configuration	config.yaml

Toggle Warnings

Warnings

Dataset has 48319 (23.1%) duplicate rows	Warning
`abo_registrierung_min` only contains datetime values, but is categorical. Consider applying `pd.to_datetime()`	Type
`abo_registrierung_min` has a high cardinality: 121251 distinct values	Warning
`clicked_anzahl_1m` has 170521 (81.6%) zeros	Zeros
`clicked_anzahl_1w` has 192155 (91.9%) zeros	Zeros
`clicked_anzahl_3m` has 144822 (69.3%) zeros	Zeros
`clicked_anzahl_6m` has 124465 (59.5%) zeros	Zeros
`clicked_anzahl_bestandskunden_6m` has 206216 (98.6%) zeros	Zeros
`clicked_anzahl_hamburg_1m` has 204774 (98.0%) zeros	Zeros
`clicked_anzahl_hamburg_1w` has 206848 (98.9%) zeros	Zeros
`clicked_anzahl_hamburg_3m` has 203033 (97.1%) zeros	Zeros
`clicked_anzahl_hamburg_6m` has 201947 (96.6%) zeros	Zeros
`clicked_anzahl_produktnews_1m` has 206482 (98.8%) zeros	Zeros
`clicked_anzahl_produktnews_1w` has 208281 (99.6%) zeros	Zeros
`clicked_anzahl_produktnews_3m` has 203658 (97.4%) zeros	Zeros
`clicked_anzahl_produktnews_6m` has 203189 (97.2%) zeros	Zeros
`clicked_anzahl_zeitbrief_1m` has 198203 (94.8%) zeros	Zeros
`clicked_anzahl_zeitbrief_1w` has 205198 (98.2%) zeros	Zeros
`clicked_anzahl_zeitbrief_3m` has 187460 (89.7%) zeros	Zeros
`clicked_anzahl_zeitbrief_6m` has 177361 (84.8%) zeros	Zeros
`clickrate_1m` has 170659 (81.6%) zeros	Zeros
`clickrate_1w` has 192337 (92.0%) zeros	Zeros
`clickrate_3m` has 144934 (69.3%) zeros	Zeros
`clickrate_bestandskunden_3m` has 206396 (98.7%) zeros	Zeros
`clickrate_hamburg_1m` has 204774 (98.0%) zeros	Zeros
`clickrate_hamburg_1w` has 206848 (98.9%) zeros	Zeros
`clickrate_hamburg_3m` has 203033 (97.1%) zeros	Zeros
`clickrate_produktnews_1m` has 206524 (98.8%) zeros	Zeros
`clickrate_produktnews_1w` has 208356 (99.7%) zeros	Zeros
`clickrate_produktnews_3m` has 203660 (97.4%) zeros	Zeros
`clickrate_zeitbrief_1m` has 198213 (94.8%) zeros	Zeros
`clickrate_zeitbrief_1w` has 205227 (98.2%) zeros	Zeros
`clickrate_zeitbrief_3m` has 187471 (89.7%) zeros	Zeros
`cnt_abo` is highly skewed (γ1 = 34.95769271)	Skewed
`cnt_abo` has 86301 (41.3%) zeros	Zeros
`cnt_abo_diezeit` is highly skewed (γ1 = 31.199012)	Skewed
`cnt_abo_diezeit` has 94193 (45.1%) zeros	Zeros
`cnt_abo_diezeit_digital` is highly skewed (γ1 = 35.22500685)	Skewed
`cnt_abo_diezeit_digital` has 184503 (88.3%) zeros	Zeros
`cnt_abo_magazin` is highly skewed (γ1 = 29.89657757)	Skewed
`cnt_abo_magazin` has 174936 (83.7%) zeros	Zeros
`cnt_umwandlungsstatus2_dkey` is highly skewed (γ1 = 38.32226265)	Skewed
`cnt_umwandlungsstatus2_dkey` has 119366 (57.1%) zeros	Zeros
`date_x` only contains datetime values, but is categorical. Consider applying `pd.to_datetime()`	Type
`date_x` has a high cardinality: 367 distinct values	Warning
`kuendigungs_eingangs_datum` has 142754 (68.3%) missing values	Missing
`kuendigungs_eingangs_datum` has a high cardinality: 350 distinct values	Warning
`liefer_beginn_evt` only contains datetime values, but is categorical. Consider applying `pd.to_datetime()`	Type
`liefer_beginn_evt` has a high cardinality: 406 distinct values	Warning
`nl_aktivitaet` has 16652 (8.0%) zeros	Zeros
`nl_blacklist_sum` has 203248 (97.2%) zeros	Zeros
`nl_bounced_sum` has 190099 (90.9%) zeros	Zeros
`nl_opt_in_sum` has 162560 (77.8%) zeros	Zeros
`nl_registrierung_min` only contains datetime values, but is categorical. Consider applying `pd.to_datetime()`	Type
`nl_registrierung_min` has a high cardinality: 120653 distinct values	Warning
`nl_sperrliste_sum` is highly skewed (γ1 = 21.62435444)	Skewed
`nl_sperrliste_sum` has 207781 (99.4%) zeros	Zeros
`opened_anzahl_1m` has 103317 (49.4%) zeros	Zeros
`opened_anzahl_1w` has 136133 (65.1%) zeros	Zeros
`opened_anzahl_3m` has 78762 (37.7%) zeros	Zeros
`opened_anzahl_bestandskunden_3m` has 191577 (91.6%) zeros	Zeros
`opened_anzahl_hamburg_1m` has 201002 (96.2%) zeros	Zeros
`opened_anzahl_hamburg_1w` has 202511 (96.9%) zeros	Zeros
`opened_anzahl_hamburg_3m` has 199939 (95.6%) zeros	Zeros
`opened_anzahl_produktnews_1m` has 198072 (94.8%) zeros	Zeros
`opened_anzahl_produktnews_1w` has 205483 (98.3%) zeros	Zeros
`opened_anzahl_produktnews_3m` is highly skewed (γ1 = 21.17275623)	Skewed
`opened_anzahl_produktnews_3m` has 187304 (89.6%) zeros	Zeros
`opened_anzahl_zeitbrief_1m` has 153111 (73.2%) zeros	Zeros
`opened_anzahl_zeitbrief_1w` has 173937 (83.2%) zeros	Zeros
`opened_anzahl_zeitbrief_3m` has 138125 (66.1%) zeros	Zeros
`openedanzahl_6m` has 63565 (30.4%) zeros	Zeros
`openedanzahl_bestandskunden_6m` has 191146 (91.4%) zeros	Zeros
`openedanzahl_hamburg_6m` has 199192 (95.3%) zeros	Zeros
`openedanzahl_produktnews_6m` has 186385 (89.2%) zeros	Zeros
`openedanzahl_zeitbrief_6m` has 129129 (61.8%) zeros	Zeros
`openrate_1m` has 103652 (49.6%) zeros	Zeros
`openrate_1w` has 136526 (65.3%) zeros	Zeros
`openrate_3m` has 79022 (37.8%) zeros	Zeros
`openrate_bestandskunden_3m` has 191584 (91.6%) zeros	Zeros
`openrate_hamburg_1m` has 201008 (96.2%) zeros	Zeros
`openrate_hamburg_1w` has 202519 (96.9%) zeros	Zeros
`openrate_hamburg_3m` has 199957 (95.7%) zeros	Zeros
`openrate_produktnews_1m` has 198389 (94.9%) zeros	Zeros
`openrate_produktnews_1w` has 205751 (98.4%) zeros	Zeros
`openrate_produktnews_3m` has 187343 (89.6%) zeros	Zeros
`openrate_zeitbrief_1m` has 153131 (73.3%) zeros	Zeros
`openrate_zeitbrief_1w` has 173996 (83.2%) zeros	Zeros
`openrate_zeitbrief_3m` has 138161 (66.1%) zeros	Zeros
`ort` has a high cardinality: 11476 distinct values	Warning
`plz_2` has a high cardinality: 97 distinct values	Warning
`plz_3` has a high cardinality: 697 distinct values	Warning
`received_anzahl_1m` has 49303 (23.6%) zeros	Zeros
`received_anzahl_1w` has 59967 (28.7%) zeros	Zeros
`received_anzahl_3m` has 39489 (18.9%) zeros	Zeros
`received_anzahl_6m` has 31991 (15.3%) zeros	Zeros
`received_anzahl_bestandskunden_3m` has 175123 (83.8%) zeros	Zeros
`received_anzahl_bestandskunden_6m` has 174940 (83.7%) zeros	Zeros
`received_anzahl_hamburg_1m` has 198222 (94.8%) zeros	Zeros
`received_anzahl_hamburg_1w` has 198504 (95.0%) zeros	Zeros
`received_anzahl_hamburg_3m` has 198079 (94.8%) zeros	Zeros
`received_anzahl_hamburg_6m` has 197815 (94.6%) zeros	Zeros
`received_anzahl_produktnews_1m` has 187219 (89.6%) zeros	Zeros
`received_anzahl_produktnews_1w` has 201706 (96.5%) zeros	Zeros
`received_anzahl_produktnews_3m` has 165310 (79.1%) zeros	Zeros
`received_anzahl_produktnews_6m` has 163582 (78.3%) zeros	Zeros
`received_anzahl_zeitbrief_1m` has 119367 (57.1%) zeros	Zeros
`received_anzahl_zeitbrief_1w` has 121309 (58.0%) zeros	Zeros
`received_anzahl_zeitbrief_3m` has 115316 (55.2%) zeros	Zeros
`received_anzahl_zeitbrief_6m` has 109362 (52.3%) zeros	Zeros
`shop_kauf` has 180712 (86.4%) zeros	Zeros
`training_set` has constant value "1"	Rejected
`unsubscribed_anzahl_1m` has 206538 (98.8%) zeros	Zeros
`unsubscribed_anzahl_1w` has 206538 (98.8%) zeros	Zeros
`unsubscribed_anzahl_3m` has 203134 (97.2%) zeros	Zeros
`unsubscribed_anzahl_6m` has 198263 (94.8%) zeros	Zeros
`clicked_anzahl_3m` is highly correlated with `clicked_anzahl_1m` and 1 other fields	High Correlation
`clicked_anzahl_1m` is highly correlated with `clicked_anzahl_3m`	High Correlation
`clicked_anzahl_6m` is highly correlated with `clicked_anzahl_3m`	High Correlation
`clicked_anzahl_bestandskunden_6m` is highly correlated with `clicked_anzahl_bestandskunden_3m`	High Correlation
`clicked_anzahl_bestandskunden_3m` is highly correlated with `clicked_anzahl_bestandskunden_6m` and 1 other fields	High Correlation
`clicked_anzahl_hamburg_3m` is highly correlated with `clicked_anzahl_hamburg_1m` and 1 other fields	High Correlation
`clicked_anzahl_hamburg_1m` is highly correlated with `clicked_anzahl_hamburg_3m` and 1 other fields	High Correlation
`clicked_anzahl_hamburg_6m` is highly correlated with `clicked_anzahl_hamburg_1m` and 1 other fields	High Correlation
`clicked_anzahl_produktnews_6m` is highly correlated with `clicked_anzahl_produktnews_3m`	High Correlation
`clicked_anzahl_produktnews_3m` is highly correlated with `clicked_anzahl_produktnews_6m`	High Correlation
`clicked_anzahl_zeitbrief_6m` is highly correlated with `clicked_anzahl_zeitbrief_3m`	High Correlation
`clicked_anzahl_zeitbrief_3m` is highly correlated with `clicked_anzahl_zeitbrief_6m`	High Correlation
`clickrate_bestandskunden_1m` is highly correlated with `clicked_anzahl_bestandskunden_1m`	High Correlation
`clicked_anzahl_bestandskunden_1m` is highly correlated with `clickrate_bestandskunden_1m`	High Correlation
`clickrate_bestandskunden_1w` is highly correlated with `clicked_anzahl_bestandskunden_1w`	High Correlation
`clicked_anzahl_bestandskunden_1w` is highly correlated with `clickrate_bestandskunden_1w`	High Correlation
`clickrate_bestandskunden_3m` is highly correlated with `clicked_anzahl_bestandskunden_3m`	High Correlation
`clickrate_zeitbrief_1w` is highly correlated with `clicked_anzahl_zeitbrief_1w`	High Correlation
`clicked_anzahl_zeitbrief_1w` is highly correlated with `clickrate_zeitbrief_1w`	High Correlation
`cnt_abo_diezeit` is highly correlated with `cnt_abo` and 3 other fields	High Correlation
`cnt_abo` is highly correlated with `cnt_abo_diezeit` and 3 other fields	High Correlation
`cnt_abo_diezeit_digital` is highly correlated with `cnt_abo` and 3 other fields	High Correlation
`cnt_abo_magazin` is highly correlated with `cnt_abo` and 3 other fields	High Correlation
`cnt_umwandlungsstatus2_dkey` is highly correlated with `cnt_abo` and 3 other fields	High Correlation
`opened_anzahl_1w` is highly correlated with `opened_anzahl_1m`	High Correlation
`opened_anzahl_1m` is highly correlated with `opened_anzahl_1w` and 2 other fields	High Correlation
`opened_anzahl_3m` is highly correlated with `opened_anzahl_1m` and 1 other fields	High Correlation
`opened_anzahl_hamburg_1w` is highly correlated with `opened_anzahl_hamburg_1m` and 3 other fields	High Correlation
`opened_anzahl_hamburg_1m` is highly correlated with `opened_anzahl_hamburg_1w` and 2 other fields	High Correlation
`opened_anzahl_hamburg_3m` is highly correlated with `opened_anzahl_hamburg_1m` and 4 other fields	High Correlation
`opened_anzahl_zeitbrief_3m` is highly correlated with `opened_anzahl_zeitbrief_1m` and 2 other fields	High Correlation
`opened_anzahl_zeitbrief_1m` is highly correlated with `opened_anzahl_zeitbrief_3m` and 1 other fields	High Correlation
`openedanzahl_6m` is highly correlated with `opened_anzahl_1m` and 1 other fields	High Correlation
`openedanzahl_bestandskunden_6m` is highly correlated with `opened_anzahl_bestandskunden_3m`	High Correlation
`opened_anzahl_bestandskunden_3m` is highly correlated with `openedanzahl_bestandskunden_6m`	High Correlation
`openedanzahl_hamburg_6m` is highly correlated with `opened_anzahl_hamburg_1m` and 4 other fields	High Correlation
`openedanzahl_produktnews_6m` is highly correlated with `opened_anzahl_produktnews_3m`	High Correlation
`opened_anzahl_produktnews_3m` is highly correlated with `openedanzahl_produktnews_6m`	High Correlation
`openedanzahl_zeitbrief_6m` is highly correlated with `opened_anzahl_zeitbrief_1m` and 1 other fields	High Correlation
`openrate_bestandskunden_1w` is highly correlated with `opened_anzahl_bestandskunden_1w`	High Correlation
`opened_anzahl_bestandskunden_1w` is highly correlated with `openrate_bestandskunden_1w`	High Correlation
`openrate_hamburg_1m` is highly correlated with `opened_anzahl_hamburg_3m` and 3 other fields	High Correlation
`openrate_hamburg_1w` is highly correlated with `opened_anzahl_hamburg_1w` and 2 other fields	High Correlation
`openrate_hamburg_3m` is highly correlated with `opened_anzahl_hamburg_3m` and 3 other fields	High Correlation
`openrate_zeitbrief_1w` is highly correlated with `opened_anzahl_zeitbrief_1w`	High Correlation
`opened_anzahl_zeitbrief_1w` is highly correlated with `openrate_zeitbrief_1w`	High Correlation
`openrate_zeitbrief_3m` is highly correlated with `opened_anzahl_zeitbrief_3m` and 1 other fields	High Correlation
`openrate_zeitbrief_1m` is highly correlated with `openrate_zeitbrief_3m`	High Correlation
`received_anzahl_1w` is highly correlated with `received_anzahl_1m` and 2 other fields	High Correlation
`received_anzahl_1m` is highly correlated with `received_anzahl_1w` and 2 other fields	High Correlation
`received_anzahl_3m` is highly correlated with `received_anzahl_1m` and 2 other fields	High Correlation
`received_anzahl_6m` is highly correlated with `received_anzahl_1m` and 2 other fields	High Correlation
`received_anzahl_bestandskunden_3m` is highly correlated with `received_anzahl_bestandskunden_1m` and 1 other fields	High Correlation
`received_anzahl_bestandskunden_1m` is highly correlated with `received_anzahl_bestandskunden_3m`	High Correlation
`received_anzahl_bestandskunden_6m` is highly correlated with `received_anzahl_bestandskunden_3m`	High Correlation
`received_anzahl_hamburg_1w` is highly correlated with `received_anzahl_hamburg_1m` and 2 other fields	High Correlation
`received_anzahl_hamburg_1m` is highly correlated with `received_anzahl_hamburg_1w` and 2 other fields	High Correlation
`received_anzahl_hamburg_3m` is highly correlated with `received_anzahl_hamburg_1m` and 2 other fields	High Correlation
`received_anzahl_hamburg_6m` is highly correlated with `received_anzahl_hamburg_1m` and 2 other fields	High Correlation
`received_anzahl_produktnews_6m` is highly correlated with `received_anzahl_produktnews_3m`	High Correlation
`received_anzahl_produktnews_3m` is highly correlated with `received_anzahl_produktnews_6m`	High Correlation
`received_anzahl_zeitbrief_1w` is highly correlated with `received_anzahl_zeitbrief_1m` and 1 other fields	High Correlation
`received_anzahl_zeitbrief_1m` is highly correlated with `received_anzahl_zeitbrief_1w` and 2 other fields	High Correlation
`received_anzahl_zeitbrief_3m` is highly correlated with `received_anzahl_zeitbrief_1m` and 2 other fields	High Correlation
`received_anzahl_zeitbrief_6m` is highly correlated with `received_anzahl_zeitbrief_1m` and 1 other fields	High Correlation
`unsubscribed_anzahl_1w` is highly correlated with `unsubscribed_anzahl_1m`	High Correlation
`unsubscribed_anzahl_1m` is highly correlated with `unsubscribed_anzahl_1w`	High Correlation
`unsubscribed_anzahl_bestandskunden_1w` is highly correlated with `unsubscribed_anzahl_bestandskunden_1m`	High Correlation
`unsubscribed_anzahl_bestandskunden_1m` is highly correlated with `unsubscribed_anzahl_bestandskunden_1w`	High Correlation
`unsubscribed_anzahl_bestandskunden_6m` is highly correlated with `unsubscribed_anzahl_bestandskunden_3m`	High Correlation
`unsubscribed_anzahl_bestandskunden_3m` is highly correlated with `unsubscribed_anzahl_bestandskunden_6m`	High Correlation
`unsubscribed_anzahl_hamburg_1w` is highly correlated with `unsubscribed_anzahl_hamburg_1m`	High Correlation
`unsubscribed_anzahl_hamburg_1m` is highly correlated with `unsubscribed_anzahl_hamburg_1w`	High Correlation
`unsubscribed_anzahl_produktnews_1w` is highly correlated with `unsubscribed_anzahl_produktnews_1m`	High Correlation
`unsubscribed_anzahl_produktnews_1m` is highly correlated with `unsubscribed_anzahl_produktnews_1w`	High Correlation
`unsubscribed_anzahl_produktnews_6m` is highly correlated with `unsubscribed_anzahl_produktnews_3m`	High Correlation
`unsubscribed_anzahl_produktnews_3m` is highly correlated with `unsubscribed_anzahl_produktnews_6m`	High Correlation
`unsubscribed_anzahl_zeitbrief_1w` is highly correlated with `unsubscribed_anzahl_zeitbrief_1m`	High Correlation
`unsubscribed_anzahl_zeitbrief_1m` is highly correlated with `unsubscribed_anzahl_zeitbrief_1w`	High Correlation
`plz_2` is highly correlated with `plz_1`	High Correlation
`plz_1` is highly correlated with `plz_2`	High Correlation

abo_registrierung_min
Categorical

TYPE DATE
HIGH CARDINALITY

Distinct count	121251
Unique (%)	58.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

1900-01-01 00:00:00	23715
1985-07-01 12:00:00	489
1986-07-01 12:00:00	452
1983-07-01 12:00:00	439
1993-07-01 12:00:00	420
Other values (121246)	183528

Toggle details

Value	Count	Frequency (%)
1900-01-01 00:00:00	23715	11.3%
1985-07-01 12:00:00	489	0.2%
1986-07-01 12:00:00	452	0.2%
1983-07-01 12:00:00	439	0.2%
1993-07-01 12:00:00	420	0.2%
1984-07-01 12:00:00	417	0.2%
1972-07-01 13:00:00	405	0.2%
1987-07-01 12:00:00	403	0.2%
1967-07-01 13:00:00	401	0.2%
1979-07-01 13:00:00	372	0.2%
Other values (121241)	181530	86.8%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	19
Mean length	19
Min length	19

aboform_name
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Festabo	102203
Negative Option	68687
Probeabo	27155
Geschenkabo	7716
Prämienabo	3282

Toggle details

Value	Count	Frequency (%)
Festabo	102203	48.9%
Negative Option	68687	32.9%
Probeabo	27155	13.0%
Geschenkabo	7716	3.7%
Prämienabo	3282	1.6%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	True
Contains non-words	True

Length

Max length	15
Mean length	9.953272772
Min length	7

anrede
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Herr	114273
Frau	91716
unbekannt	2708
Familie	346

Toggle details

Value	Count	Frequency (%)
Herr	114273	54.7%
Frau	91716	43.9%
unbekannt	2708	1.3%
Familie	346	0.2%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	False

Length

Max length	9
Mean length	4.069736848
Min length	4

avg_churn
Real number (ℝ_≥0)

Distinct count	176
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3131483256076501
Minimum	0.101208
Maximum	0.702078
Zeros	0
Zeros (%)	0.0%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0.101208
5-th percentile	0.127976
Q1	0.184402
median	0.288248
Q3	0.40736
95-th percentile	0.610627
Maximum	0.702078
Range	0.60087
Interquartile range (IQR)	0.222958

Descriptive statistics

Standard deviation	0.1477167441
Coefficient of variation (CV)	0.4717149414
Kurtosis	-0.3309977826
Mean	0.3131483256
Median Absolute Deviation (MAD)	0.1195868895
Skewness	0.686996127
Sum	65461.46543
Variance	0.02182023648

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.101208 0.1022935 0.118204 0.123228 0.1252655 ... 0.6270665 0.6492015 0.6692025 0.692793 0.702078 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.309526	12767	6.1%
0.610627	4576	2.2%
0.540978	4066	1.9%
0.40736	3013	1.4%
0.371599	2827	1.4%
0.435454	2748	1.3%
0.368114	2623	1.3%
0.404287	2511	1.2%
0.282302	2377	1.1%
0.383986	2328	1.1%
Other values (166)	169207	80.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.101208	879	0.4%
0.103379	687	0.3%
0.11484	793	0.4%
0.121568	1681	0.8%
0.124888	1519	0.7%

Value	Count	Frequency (%)
0.702078	2117	1.0%
0.683508	1722	0.8%
0.654897	1057	0.5%
0.643506	1848	0.9%
0.610627	4576	2.2%

boa_reg
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	192939
1	16104

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	192939	92.3%
1	16104	7.7%

che_reg
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	189205
1	19838

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	189205	90.5%
1	19838	9.5%

churn
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	142754
1	66289

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	142754	68.3%
1	66289	31.7%

clicked_anzahl_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	46
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4511703333763867
Minimum	0
Maximum	66
Zeros	170521
Zeros (%)	81.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	66
Range	66
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.644990466
Coefficient of variation (CV)	3.646051933
Kurtosis	139.0655934
Mean	0.4511703334
Median Absolute Deviation (MAD)	0.7360592454
Skewness	9.051257156
Sum	94314
Variance	2.705993634

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 21.5 24.5 30.5 45. 66. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	170521	81.6%
1	21330	10.2%
2	7184	3.4%
3	3526	1.7%
4	2120	1.0%
5	1205	0.6%
6	752	0.4%
7	483	0.2%
8	341	0.2%
16	294	0.1%
Other values (36)	1287	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	170521	81.6%
1	21330	10.2%
2	7184	3.4%
3	3526	1.7%
4	2120	1.0%

Value	Count	Frequency (%)
66	1	< 0.1%
62	1	< 0.1%
56	1	< 0.1%
54	1	< 0.1%
49	1	< 0.1%

clicked_anzahl_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	16
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.11747343847916457
Minimum	0
Maximum	19
Zeros	192155
Zeros (%)	91.9%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	19
Range	19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4984366484
Coefficient of variation (CV)	4.242973176
Kurtosis	99.22860285
Mean	0.1174734385
Median Absolute Deviation (MAD)	0.2159661751
Skewness	7.683073137
Sum	24557
Variance	0.2484390925

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 6.5 8.5 10.5 14. 19. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	192155	91.9%
1	12658	6.1%
2	2570	1.2%
3	830	0.4%
4	410	0.2%
5	188	0.1%
6	114	0.1%
7	46	< 0.1%
8	32	< 0.1%
9	16	< 0.1%
Other values (6)	24	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	192155	91.9%
1	12658	6.1%
2	2570	1.2%
3	830	0.4%
4	410	0.2%

Value	Count	Frequency (%)
19	1	< 0.1%
15	2	< 0.1%
13	5	< 0.1%
12	2	< 0.1%
11	5	< 0.1%

clicked_anzahl_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	98
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.1963902163669675
Minimum	0
Maximum	169
Zeros	144822
Zeros (%)	69.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	169
Range	169
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.914504873
Coefficient of variation (CV)	3.27192986
Kurtosis	171.764824
Mean	1.196390216
Median Absolute Deviation (MAD)	1.710565101
Skewness	9.637285891
Sum	250097
Variance	15.3233484

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 50.5 68.5 76.5 114. 169. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	144822	69.3%
1	28144	13.5%
2	11541	5.5%
3	6111	2.9%
4	4047	1.9%
5	2803	1.3%
6	2073	1.0%
7	1515	0.7%
8	1208	0.6%
9	928	0.4%
Other values (88)	5851	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	144822	69.3%
1	28144	13.5%
2	11541	5.5%
3	6111	2.9%
4	4047	1.9%

Value	Count	Frequency (%)
169	1	< 0.1%
154	1	< 0.1%
151	1	< 0.1%
147	1	< 0.1%
137	1	< 0.1%

clicked_anzahl_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	159
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.240151547767684
Minimum	0
Maximum	307
Zeros	124465
Zeros (%)	59.5%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	11
Maximum	307
Range	307
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	7.074804575
Coefficient of variation (CV)	3.158181232
Kurtosis	193.4671537
Mean	2.240151548
Median Absolute Deviation (MAD)	3.068527284
Skewness	10.16034511
Sum	468288
Variance	50.05285977

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 82.5 111.5 138.5 183. 307. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	124465	59.5%
1	30985	14.8%
2	14493	6.9%
3	8416	4.0%
4	5679	2.7%
5	3939	1.9%
6	2884	1.4%
7	2262	1.1%
8	1979	0.9%
9	1567	0.7%
Other values (149)	12374	5.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	124465	59.5%
1	30985	14.8%
2	14493	6.9%
3	8416	4.0%
4	5679	2.7%

Value	Count	Frequency (%)
307	1	< 0.1%
301	1	< 0.1%
299	1	< 0.1%
281	1	< 0.1%
247	3	< 0.1%

clicked_anzahl_bestandskunden_1m
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	207705
1	1334
2	4

Toggle details

Value	Count	Frequency (%)
0	207705	99.4%
1	1334	0.6%
2	4	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

clicked_anzahl_bestandskunden_1w
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208629
1	414

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208629	99.8%
1	414	0.2%

clicked_anzahl_bestandskunden_3m
Categorical

HIGH CORRELATION

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	206396
1	2491
2	152
3	4

Toggle details

Value	Count	Frequency (%)
0	206396	98.7%
1	2491	1.2%
2	152	0.1%
3	4	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

clicked_anzahl_bestandskunden_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.01448027439330664
Minimum	0
Maximum	4
Zeros	206216
Zeros (%)	98.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1277423178
Coefficient of variation (CV)	8.821816102
Kurtosis	111.9085027
Mean	0.01448027439
Median Absolute Deviation (MAD)	0.02856889984
Skewness	9.772155767
Sum	3027
Variance	0.01631809976

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	206216	98.6%
1	2639	1.3%
2	178	0.1%
3	8	< 0.1%
4	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	206216	98.6%
1	2639	1.3%
2	178	0.1%
3	8	< 0.1%
4	2	< 0.1%

Value	Count	Frequency (%)
4	2	< 0.1%
3	8	< 0.1%
2	178	0.1%
1	2639	1.3%
0	206216	98.6%

clicked_anzahl_hamburg_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	29
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.07290844467406228
Minimum	0
Maximum	30
Zeros	204774
Zeros (%)	98.0%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	30
Range	30
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7728921426
Coefficient of variation (CV)	10.60085901
Kurtosis	392.86698
Mean	0.07290844467
Median Absolute Deviation (MAD)	0.1428390699
Skewness	17.67227117
Sum	15241
Variance	0.597362264

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 9.5 12.5 21.5 25.5 30. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	204774	98.0%
1	1659	0.8%
2	841	0.4%
3	450	0.2%
4	354	0.2%
5	216	0.1%
6	148	0.1%
7	119	0.1%
8	90	< 0.1%
9	62	< 0.1%
Other values (19)	330	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	204774	98.0%
1	1659	0.8%
2	841	0.4%
3	450	0.2%
4	354	0.2%

Value	Count	Frequency (%)
30	1	< 0.1%
27	2	< 0.1%
26	1	< 0.1%
25	5	< 0.1%
24	4	< 0.1%

clicked_anzahl_hamburg_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	10
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.019330951048348904
Minimum	0
Maximum	10
Zeros	206848
Zeros (%)	98.9%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2289635667
Coefficient of variation (CV)	11.84440259
Kurtosis	345.2008644
Mean	0.01933095105
Median Absolute Deviation (MAD)	0.03825594315
Skewness	16.61987882
Sum	4041
Variance	0.05242431486

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 5.5 6.5 10. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	206848	98.9%
1	1243	0.6%
2	499	0.2%
3	219	0.1%
4	104	< 0.1%
5	75	< 0.1%
6	41	< 0.1%
7	8	< 0.1%
8	5	< 0.1%
10	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	206848	98.9%
1	1243	0.6%
2	499	0.2%
3	219	0.1%
4	104	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
8	5	< 0.1%
7	8	< 0.1%
6	41	< 0.1%
5	75	< 0.1%

clicked_anzahl_hamburg_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	69
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.20315915864200187
Minimum	0
Maximum	71
Zeros	203033
Zeros (%)	97.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	71
Range	71
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.001325889
Coefficient of variation (CV)	9.851024697
Kurtosis	382.7823388
Mean	0.2031591586
Median Absolute Deviation (MAD)	0.3946366389
Skewness	17.25709796
Sum	42469
Variance	4.005305315

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 16.5 22.5 30.5 54.5 71. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	203033	97.1%
1	1462	0.7%
2	892	0.4%
3	603	0.3%
4	453	0.2%
5	379	0.2%
6	300	0.1%
7	253	0.1%
8	224	0.1%
10	160	0.1%
Other values (59)	1284	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	203033	97.1%
1	1462	0.7%
2	892	0.4%
3	603	0.3%
4	453	0.2%

Value	Count	Frequency (%)
71	1	< 0.1%
69	1	< 0.1%
68	3	< 0.1%
66	1	< 0.1%
65	2	< 0.1%

clicked_anzahl_hamburg_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	118
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.38385403959950826
Minimum	0
Maximum	124
Zeros	201947
Zeros (%)	96.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	124
Range	124
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.683109671
Coefficient of variation (CV)	9.595078575
Kurtosis	388.78198
Mean	0.3838540396
Median Absolute Deviation (MAD)	0.7416480986
Skewness	17.31549577
Sum	80242
Variance	13.56529685

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 29.5 36.5 52.5 72.5 124. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	201947	96.6%
1	1267	0.6%
2	884	0.4%
3	600	0.3%
4	465	0.2%
5	390	0.2%
6	321	0.2%
7	298	0.1%
8	261	0.1%
9	213	0.1%
Other values (108)	2397	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	201947	96.6%
1	1267	0.6%
2	884	0.4%
3	600	0.3%
4	465	0.2%

Value	Count	Frequency (%)
124	1	< 0.1%
122	1	< 0.1%
121	2	< 0.1%
120	7	< 0.1%
119	2	< 0.1%

clicked_anzahl_produktnews_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.014532895145974752
Minimum	0
Maximum	5
Zeros	206482
Zeros (%)	98.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1437199153
Coefficient of variation (CV)	9.889283164
Kurtosis	236.0039401
Mean	0.01453289515
Median Absolute Deviation (MAD)	0.02870970332
Skewness	13.22542931
Sum	3038
Variance	0.02065541405

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	206482	98.8%
1	2226	1.1%
2	233	0.1%
3	65	< 0.1%
4	34	< 0.1%
5	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	206482	98.8%
1	2226	1.1%
2	233	0.1%
3	65	< 0.1%
4	34	< 0.1%

Value	Count	Frequency (%)
5	3	< 0.1%
4	34	< 0.1%
3	65	< 0.1%
2	233	0.1%
1	2226	1.1%

clicked_anzahl_produktnews_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0038843682878642195
Minimum	0
Maximum	4
Zeros	208281
Zeros (%)	99.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06644278317
Coefficient of variation (CV)	17.10517084
Kurtosis	464.2178417
Mean	0.003884368288
Median Absolute Deviation (MAD)	0.007740418109
Skewness	19.42782294
Sum	812
Variance	0.004414643435

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	208281	99.6%
1	718	0.3%
2	39	< 0.1%
3	4	< 0.1%
4	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	208281	99.6%
1	718	0.3%
2	39	< 0.1%
3	4	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
4	1	< 0.1%
3	4	< 0.1%
2	39	< 0.1%
1	718	0.3%
0	208281	99.6%

clicked_anzahl_produktnews_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03425610998694049
Minimum	0
Maximum	9
Zeros	203658
Zeros (%)	97.4%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2461487788
Coefficient of variation (CV)	7.185543801
Kurtosis	143.4161522
Mean	0.03425610999
Median Absolute Deviation (MAD)	0.06674732804
Skewness	10.3755489
Sum	7161
Variance	0.06058922129

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4.5 6.5 9. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	203658	97.4%
1	4359	2.1%
2	564	0.3%
4	222	0.1%
3	214	0.1%
5	16	< 0.1%
6	8	< 0.1%
9	1	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	203658	97.4%
1	4359	2.1%
2	564	0.3%
3	214	0.1%
4	222	0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7	1	< 0.1%
6	8	< 0.1%
5	16	< 0.1%
4	222	0.1%

clicked_anzahl_produktnews_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.037116765450170536
Minimum	0
Maximum	9
Zeros	203189
Zeros (%)	97.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2548879327
Coefficient of variation (CV)	6.867191404
Kurtosis	131.7136686
Mean	0.03711676545
Median Absolute Deviation (MAD)	0.07215470937
Skewness	9.911611507
Sum	7759
Variance	0.06496785821

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4.5 6.5 9. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	203189	97.2%
1	4729	2.3%
2	645	0.3%
3	227	0.1%
4	222	0.1%
5	19	< 0.1%
6	10	< 0.1%
9	1	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	203189	97.2%
1	4729	2.3%
2	645	0.3%
3	227	0.1%
4	222	0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7	1	< 0.1%
6	10	< 0.1%
5	19	< 0.1%
4	222	0.1%

clicked_anzahl_zeitbrief_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	7
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.07218610525107275
Minimum	0
Maximum	6
Zeros	198203
Zeros (%)	94.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.357378463
Coefficient of variation (CV)	4.950792978
Kurtosis	58.64415577
Mean	0.07218610525
Median Absolute Deviation (MAD)	0.1368857376
Skewness	6.769570501
Sum	15090
Variance	0.1277193658

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 5.5 6. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	198203	94.8%
1	8045	3.8%
2	1856	0.9%
3	544	0.3%
4	281	0.1%
5	107	0.1%
6	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	198203	94.8%
1	8045	3.8%
2	1856	0.9%
3	544	0.3%
4	281	0.1%

Value	Count	Frequency (%)
6	7	< 0.1%
5	107	0.1%
4	281	0.1%
3	544	0.3%
2	1856	0.9%

clicked_anzahl_zeitbrief_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.019321383638772883
Minimum	0
Maximum	4
Zeros	205198
Zeros (%)	98.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1445349503
Coefficient of variation (CV)	7.480569351
Kurtosis	72.24207165
Mean	0.01932138364
Median Absolute Deviation (MAD)	0.03793199753
Skewness	8.020573547
Sum	4039
Variance	0.02089035185

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	205198	98.2%
1	3659	1.8%
2	179	0.1%
3	6	< 0.1%
4	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	205198	98.2%
1	3659	1.8%
2	179	0.1%
3	6	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
4	1	< 0.1%
3	6	< 0.1%
2	179	0.1%
1	3659	1.8%
0	205198	98.2%

clicked_anzahl_zeitbrief_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	15
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.20445554263955262
Minimum	0
Maximum	14
Zeros	187460
Zeros (%)	89.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	14
Range	14
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8538708599
Coefficient of variation (CV)	4.17631554
Kurtosis	78.7578441
Mean	0.2044555426
Median Absolute Deviation (MAD)	0.366692365
Skewness	7.584495013
Sum	42740
Variance	0.7290954454

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 6.5 8.5 13.5 14. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	187460	89.7%
1	12910	6.2%
2	4198	2.0%
3	1964	0.9%
4	885	0.4%
5	514	0.2%
6	335	0.2%
7	190	0.1%
8	147	0.1%
13	98	< 0.1%
Other values (5)	342	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	187460	89.7%
1	12910	6.2%
2	4198	2.0%
3	1964	0.9%
4	885	0.4%

Value	Count	Frequency (%)
14	16	< 0.1%
13	98	< 0.1%
12	92	< 0.1%
11	66	< 0.1%
10	76	< 0.1%

clicked_anzahl_zeitbrief_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	29
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4054428993077979
Minimum	0
Maximum	29
Zeros	177361
Zeros (%)	84.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	29
Range	29
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.58024407
Coefficient of variation (CV)	3.897574905
Kurtosis	89.13479064
Mean	0.4054428993
Median Absolute Deviation (MAD)	0.6879901079
Skewness	8.043475854
Sum	84755
Variance	2.49717132

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 13.5 15.5 17.5 26.5 29. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	177361	84.8%
1	15686	7.5%
2	6327	3.0%
3	3423	1.6%
4	2008	1.0%
5	1177	0.6%
6	667	0.3%
7	507	0.2%
8	353	0.2%
9	251	0.1%
Other values (19)	1283	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	177361	84.8%
1	15686	7.5%
2	6327	3.0%
3	3423	1.6%
4	2008	1.0%

Value	Count	Frequency (%)
29	1	< 0.1%
27	5	< 0.1%
26	42	< 0.1%
25	56	< 0.1%
24	41	< 0.1%

clickrate_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	105
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.07207507546294305
Minimum	0.0
Maximum	2.0
Zeros	170659
Zeros (%)	81.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.5
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2079868695
Coefficient of variation (CV)	2.885697561
Kurtosis	11.90955376
Mean	0.07207507546
Median Absolute Deviation (MAD)	0.1187203412
Skewness	3.474650304
Sum	15066.79
Variance	0.04325853787

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.005 0.015 0.025 0.035 ... 0.875 0.915 0.98 1.025 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	170659	81.6%
1	6842	3.3%
0.5	3755	1.8%
0.33	2901	1.4%
0.25	2242	1.1%
0.2	1986	1.0%
0.17	1464	0.7%
0.14	1229	0.6%
0.13	1224	0.6%
0.11	1057	0.5%
Other values (95)	15684	7.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	170659	81.6%
0.01	66	< 0.1%
0.02	348	0.2%
0.03	647	0.3%
0.04	850	0.4%

Value	Count	Frequency (%)
2	13	< 0.1%
1.5	5	< 0.1%
1.33	5	< 0.1%
1.25	1	< 0.1%
1.2	2	< 0.1%

clickrate_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	80
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.044437077539070904
Minimum	0.0
Maximum	3.0
Zeros	192337
Zeros (%)	92.0%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.33
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1815138315
Coefficient of variation (CV)	4.084738277
Kurtosis	22.71577763
Mean	0.04443707754
Median Absolute Deviation (MAD)	0.08177575883
Skewness	4.668605171
Sum	9289.26
Variance	0.03294727104

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01 0.025 0.045 0.055 ... 0.965 1.055 1.875 2.5 3. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	192337	92.0%
1	5492	2.6%
0.5	2809	1.3%
0.33	1676	0.8%
0.25	1037	0.5%
0.17	720	0.3%
0.2	707	0.3%
0.14	572	0.3%
0.13	438	0.2%
0.67	404	0.2%
Other values (70)	2851	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	192337	92.0%
0.02	3	< 0.1%
0.03	18	< 0.1%
0.04	22	< 0.1%
0.05	58	< 0.1%

Value	Count	Frequency (%)
3	1	< 0.1%
2	56	< 0.1%
1.75	3	< 0.1%
1.5	4	< 0.1%
1.33	6	< 0.1%

clickrate_3m
Real number (ℝ_≥0)

ZEROS

Distinct count	106
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.09710590644030175
Minimum	0.0
Maximum	2.0
Zeros	144934
Zeros (%)	69.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.07
95-th percentile	0.64
Maximum	2
Range	2
Interquartile range (IQR)	0.07

Descriptive statistics

Standard deviation	0.2265259897
Coefficient of variation (CV)	2.332772516
Kurtosis	8.308090699
Mean	0.09710590644
Median Absolute Deviation (MAD)	0.1423257805
Skewness	2.935288792
Sum	20299.31
Variance	0.05131402399

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.005 0.015 0.025 0.035 ... 0.935 0.995 1.02 1.75 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	144934	69.3%
1	7961	3.8%
0.5	4111	2.0%
0.33	3296	1.6%
0.25	2884	1.4%
0.08	2467	1.2%
0.04	2460	1.2%
0.07	2336	1.1%
0.06	2272	1.1%
0.2	2134	1.0%
Other values (96)	34188	16.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	144934	69.3%
0.01	1140	0.5%
0.02	1669	0.8%
0.03	2053	1.0%
0.04	2460	1.2%

Value	Count	Frequency (%)
2	16	< 0.1%
1.5	1	< 0.1%
1.33	1	< 0.1%
1.1	1	< 0.1%
1.04	1	< 0.1%

clickrate_bestandskunden_1m
Categorical

HIGH CORRELATION

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	207712
1	1283
0.5	47
2	1

Toggle details

Value	Count	Frequency (%)
0	207712	99.4%
1	1283	0.6%
0.5	47	< 0.1%
2	1	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	True

Length

Max length	3
Mean length	3
Min length	3

clickrate_bestandskunden_1w
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208645
1	398

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208645	99.8%
1	398	0.2%

clickrate_bestandskunden_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.009235946671259022
Minimum	0.0
Maximum	1.0
Zeros	206396
Zeros (%)	98.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08768572187
Coefficient of variation (CV)	9.493961474
Kurtosis	107.8201707
Mean	0.009235946671
Median Absolute Deviation (MAD)	0.01823799361
Skewness	10.24119137
Sum	1930.71
Variance	0.00768878582

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.125 0.29 0.585 0.835 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	206396	98.7%
1	1357	0.6%
0.5	711	0.3%
0.33	493	0.2%
0.67	81	< 0.1%
0.25	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	206396	98.7%
0.25	5	< 0.1%
0.33	493	0.2%
0.5	711	0.3%
0.67	81	< 0.1%

Value	Count	Frequency (%)
1	1357	0.6%
0.67	81	< 0.1%
0.5	711	0.3%
0.33	493	0.2%
0.25	5	< 0.1%

clickrate_hamburg_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	90
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.006379022497763618
Minimum	0.0
Maximum	2.0
Zeros	204774
Zeros (%)	98.0%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06138019026
Coefficient of variation (CV)	9.622193727
Kurtosis	188.5713091
Mean	0.006379022498
Median Absolute Deviation (MAD)	0.01249750485
Skewness	12.9541963
Sum	1333.49
Variance	0.003767527757

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01 0.035 0.045 0.055 ... 0.735 0.755 0.945 1.5 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	204774	98.0%
1	450	0.2%
0.05	367	0.2%
0.5	173	0.1%
0.33	171	0.1%
0.14	163	0.1%
0.13	158	0.1%
0.1	156	0.1%
0.11	152	0.1%
0.17	150	0.1%
Other values (80)	2329	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	204774	98.0%
0.02	1	< 0.1%
0.03	1	< 0.1%
0.04	111	0.1%
0.05	367	0.2%

Value	Count	Frequency (%)
2	1	< 0.1%
1	450	0.2%
0.96	9	< 0.1%
0.95	15	< 0.1%
0.94	1	< 0.1%

clickrate_hamburg_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	30
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.004761364886650117
Minimum	0.0
Maximum	1.17
Zeros	206848
Zeros (%)	98.9%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1.17
Range	1.17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0553419529
Coefficient of variation (CV)	11.62312787
Kurtosis	228.4156983
Mean	0.004761364887
Median Absolute Deviation (MAD)	0.009422738901
Skewness	14.37621032
Sum	995.33
Variance	0.003062731751

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.035 0.12 0.155 0.175 ... 0.73 0.845 0.94 1.085 1.17 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	206848	98.9%
1	380	0.2%
0.17	286	0.1%
0.33	284	0.1%
0.5	254	0.1%
0.2	250	0.1%
0.25	208	0.1%
0.4	137	0.1%
0.6	54	< 0.1%
0.14	47	< 0.1%
Other values (20)	295	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	206848	98.9%
0.07	3	< 0.1%
0.08	3	< 0.1%
0.09	1	< 0.1%
0.1	2	< 0.1%

Value	Count	Frequency (%)
1.17	2	< 0.1%
1	380	0.2%
0.88	2	< 0.1%
0.86	4	< 0.1%
0.83	24	< 0.1%

clickrate_hamburg_3m
Real number (ℝ_≥0)

ZEROS

Distinct count	101
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.007685500112417063
Minimum	0.0
Maximum	1.05
Zeros	203033
Zeros (%)	97.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1.05
Range	1.05
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06598634045
Coefficient of variation (CV)	8.585822586
Kurtosis	155.5915286
Mean	0.007685500112
Median Absolute Deviation (MAD)	0.01492908296
Skewness	11.79303533
Sum	1606.6
Variance	0.004354197126

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.005 0.015 0.025 0.065 ... 0.895 0.965 0.99 1.025 1.05 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	203033	97.1%
1	491	0.2%
0.02	334	0.2%
0.03	275	0.1%
0.06	268	0.1%
0.05	267	0.1%
0.04	261	0.1%
0.08	212	0.1%
0.09	207	0.1%
0.13	204	0.1%
Other values (91)	3491	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	203033	97.1%
0.01	10	< 0.1%
0.02	334	0.2%
0.03	275	0.1%
0.04	261	0.1%

Value	Count	Frequency (%)
1.05	1	< 0.1%
1	491	0.2%
0.98	17	< 0.1%
0.97	7	< 0.1%
0.96	3	< 0.1%

clickrate_produktnews_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	20
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.009553776017374414
Minimum	0.0
Maximum	2.0
Zeros	206524
Zeros (%)	98.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09221330686
Coefficient of variation (CV)	9.652027291
Kurtosis	104.8720082
Mean	0.009553776017
Median Absolute Deviation (MAD)	0.01887730312
Skewness	10.16205273
Sum	1997.15
Variance	0.008503293961

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.07 0.155 0.27 0.31 ... 0.635 0.69 0.9 1.165 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	206524	98.8%
1	1584	0.8%
0.5	428	0.2%
0.33	165	0.1%
0.25	81	< 0.1%
0.67	74	< 0.1%
0.2	48	< 0.1%
0.17	36	< 0.1%
0.4	28	< 0.1%
0.6	23	< 0.1%
Other values (10)	52	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	206524	98.8%
0.14	11	< 0.1%
0.17	36	< 0.1%
0.2	48	< 0.1%
0.25	81	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1.5	4	< 0.1%
1.33	1	< 0.1%
1	1584	0.8%
0.8	8	< 0.1%

clickrate_produktnews_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	7
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.003028802686528609
Minimum	0.0
Maximum	2.0
Zeros	208356
Zeros (%)	99.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05403130404
Coefficient of variation (CV)	17.83916274
Kurtosis	339.7831747
Mean	0.003028802687
Median Absolute Deviation (MAD)	0.006037697627
Skewness	18.27615713
Sum	633.15
Variance	0.002919381816

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.125 0.29 0.585 0.835 1.5 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	208356	99.7%
1	578	0.3%
0.5	52	< 0.1%
0.33	27	< 0.1%
0.67	22	< 0.1%
0.25	6	< 0.1%
2	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	208356	99.7%
0.25	6	< 0.1%
0.33	27	< 0.1%
0.5	52	< 0.1%
0.67	22	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1	578	0.3%
0.67	22	< 0.1%
0.5	52	< 0.1%
0.33	27	< 0.1%

clickrate_produktnews_3m
Real number (ℝ_≥0)

ZEROS

Distinct count	23
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.018067813799074833
Minimum	0.0
Maximum	1.0
Zeros	203660
Zeros (%)	97.4%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1223369198
Coefficient of variation (CV)	6.770986304
Kurtosis	53.11066045
Mean	0.0180678138
Median Absolute Deviation (MAD)	0.03520511051
Skewness	7.262250132
Sum	3776.95
Variance	0.01496632194

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.065 0.135 0.225 0.26 ... 0.69 0.73 0.815 0.93 1. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	203660	97.4%
1	2697	1.3%
0.5	1139	0.5%
0.33	477	0.2%
0.25	167	0.1%
0.13	161	0.1%
0.2	139	0.1%
0.67	115	0.1%
0.17	102	< 0.1%
0.29	68	< 0.1%
Other values (13)	318	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	203660	97.4%
0.13	161	0.1%
0.14	65	< 0.1%
0.17	102	< 0.1%
0.2	139	0.1%

Value	Count	Frequency (%)
1	2697	1.3%
0.86	5	< 0.1%
0.83	6	< 0.1%
0.8	22	< 0.1%
0.75	26	< 0.1%

clickrate_zeitbrief_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	24
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.029567218227828734
Minimum	0.0
Maximum	2.0
Zeros	198213
Zeros (%)	94.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1455768604
Coefficient of variation (CV)	4.923590013
Kurtosis	32.11599804
Mean	0.02956721823
Median Absolute Deviation (MAD)	0.05607082779
Skewness	5.59197812
Sum	6180.82
Variance	0.02119262228

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.03 0.135 0.155 0.175 ... 0.775 0.815 0.915 1.1 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	198213	94.8%
1	3332	1.6%
0.5	2018	1.0%
0.25	1722	0.8%
0.33	1363	0.7%
0.2	1105	0.5%
0.67	384	0.2%
0.4	317	0.2%
0.75	208	0.1%
0.6	158	0.1%
Other values (14)	223	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	198213	94.8%
0.06	2	< 0.1%
0.13	1	< 0.1%
0.14	7	< 0.1%
0.17	110	0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1.67	1	< 0.1%
1.5	1	< 0.1%
1.25	2	< 0.1%
1.2	4	< 0.1%

clickrate_zeitbrief_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	11
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.016978516381797044
Minimum	0.0
Maximum	3.0
Zeros	205227
Zeros (%)	98.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1278109076
Coefficient of variation (CV)	7.527801885
Kurtosis	62.17525839
Mean	0.01697851638
Median Absolute Deviation (MAD)	0.03333716012
Skewness	7.753838494
Sum	3549.24
Variance	0.01633562811

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.03 0.29 0.385 0.47 0.585 0.875 1.5 2.5 3. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	205227	98.2%
1	3193	1.5%
0.5	545	0.3%
0.33	34	< 0.1%
2	30	< 0.1%
0.67	6	< 0.1%
0.75	2	< 0.1%
0.25	2	< 0.1%
3	2	< 0.1%
0.06	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	205227	98.2%
0.06	1	< 0.1%
0.25	2	< 0.1%
0.33	34	< 0.1%
0.44	1	< 0.1%

Value	Count	Frequency (%)
3	2	< 0.1%
2	30	< 0.1%
1	3193	1.5%
0.75	2	< 0.1%
0.67	6	< 0.1%

clickrate_zeitbrief_3m
Real number (ℝ_≥0)

ZEROS

Distinct count	73
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.04088613347493099
Minimum	0.0
Maximum	2.0
Zeros	187471
Zeros (%)	89.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.29
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1587339684
Coefficient of variation (CV)	3.882342372
Kurtosis	23.79879572
Mean	0.04088613347
Median Absolute Deviation (MAD)	0.07333406142
Skewness	4.785044374
Sum	8546.96
Variance	0.02519647273

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.01 0.045 0.065 0.075 ... 0.925 0.965 1.04 1.09 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	187471	89.7%
1	3605	1.7%
0.08	2154	1.0%
0.5	2001	1.0%
0.33	1621	0.8%
0.25	1400	0.7%
0.17	1104	0.5%
0.2	1010	0.5%
0.14	811	0.4%
0.09	646	0.3%
Other values (63)	7220	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	187471	89.7%
0.02	1	< 0.1%
0.04	1	< 0.1%
0.05	8	< 0.1%
0.06	12	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
1.1	1	< 0.1%
1.08	6	< 0.1%
1	3605	1.7%
0.93	18	< 0.1%

cnt_abo
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	301
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.4824509789851845
Minimum	0
Maximum	7104
Zeros	86301
Zeros (%)	41.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	8
Maximum	7104
Range	7104
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	168.9153718
Coefficient of variation (CV)	22.57487183
Kurtosis	1295.565556
Mean	7.482450979
Median Absolute Deviation (MAD)	11.65659557
Skewness	34.95769271
Sum	1564154
Variance	28532.40284

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 2.5000e+00 3.5000e+00 ... 2.6885e+03 3.5320e+03 3.8495e+03 5.8905e+03 7.1040e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	86301	41.3%
1	45199	21.6%
2	27536	13.2%
3	16094	7.7%
4	9615	4.6%
5	6121	2.9%
6	4246	2.0%
7	3198	1.5%
8	2068	1.0%
9	1670	0.8%
Other values (291)	6995	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	86301	41.3%
1	45199	21.6%
2	27536	13.2%
3	16094	7.7%
4	9615	4.6%

Value	Count	Frequency (%)
7104	1	< 0.1%
7073	1	< 0.1%
7034	1	< 0.1%
7017	1	< 0.1%
7002	1	< 0.1%

cnt_abo_diezeit
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	268
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.914194687217463
Minimum	0
Maximum	3708
Zeros	94193
Zeros (%)	45.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	6
Maximum	3708
Range	3708
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	97.80453902
Coefficient of variation (CV)	19.90245508
Kurtosis	1025.365741
Mean	4.914194687
Median Absolute Deviation (MAD)	7.492894654
Skewness	31.199012
Sum	1027278
Variance	9565.727853

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 1.969e+03 2.086e+03 2.900e+03 3.143e+03 3.708e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	94193	45.1%
1	58091	27.8%
2	22669	10.8%
3	11060	5.3%
4	6206	3.0%
5	4224	2.0%
6	2793	1.3%
7	2153	1.0%
8	1572	0.8%
9	1185	0.6%
Other values (258)	4897	2.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	94193	45.1%
1	58091	27.8%
2	22669	10.8%
3	11060	5.3%
4	6206	3.0%

Value	Count	Frequency (%)
3708	1	< 0.1%
3700	1	< 0.1%
3684	1	< 0.1%
3675	1	< 0.1%
3669	1	< 0.1%

cnt_abo_diezeit_digital
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	205
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5271929698674436
Minimum	0
Maximum	516
Zeros	184503
Zeros (%)	88.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	516
Range	516
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.27919644
Coefficient of variation (CV)	21.39481572
Kurtosis	1326.808788
Mean	0.5271929699
Median Absolute Deviation (MAD)	0.9306093437
Skewness	35.22500685
Sum	110206
Variance	127.2202723

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00e+00 5.00e-01 1.50e+00 2.50e+00 3.50e+00 ... 1.05e+01 1.45e+01 3.65e+01 8.35e+01 5.16e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	184503	88.3%
1	18707	8.9%
2	3552	1.7%
3	1103	0.5%
4	407	0.2%
5	204	0.1%
6	78	< 0.1%
7	52	< 0.1%
9	51	< 0.1%
10	30	< 0.1%
Other values (195)	356	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	184503	88.3%
1	18707	8.9%
2	3552	1.7%
3	1103	0.5%
4	407	0.2%

Value	Count	Frequency (%)
516	1	< 0.1%
511	1	< 0.1%
507	2	< 0.1%
506	1	< 0.1%
503	2	< 0.1%

cnt_abo_magazin
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	142
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6025171854594509
Minimum	0
Maximum	414
Zeros	174936
Zeros (%)	83.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	414
Range	414
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10.19803897
Coefficient of variation (CV)	16.92572298
Kurtosis	949.9254243
Mean	0.6025171855
Median Absolute Deviation (MAD)	1.008423591
Skewness	29.89657757
Sum	125952
Variance	103.9999988

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 13. 105. 136. 137.5 414. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	174936	83.7%
1	23888	11.4%
2	6741	3.2%
3	1985	0.9%
4	672	0.3%
5	260	0.1%
6	105	0.1%
7	77	< 0.1%
9	30	< 0.1%
8	23	< 0.1%
Other values (132)	326	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	174936	83.7%
1	23888	11.4%
2	6741	3.2%
3	1985	0.9%
4	672	0.3%

Value	Count	Frequency (%)
414	2	< 0.1%
411	1	< 0.1%
409	1	< 0.1%
407	1	< 0.1%
404	1	< 0.1%

cnt_umwandlungsstatus2_dkey
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	266
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.9043498227637374
Minimum	0
Maximum	3129
Zeros	119366
Zeros (%)	57.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	3129
Range	3129
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	72.64866874
Coefficient of variation (CV)	25.01374599
Kurtosis	1528.93974
Mean	2.904349823
Median Absolute Deviation (MAD)	4.548341883
Skewness	38.32226265
Sum	607134
Variance	5277.82907

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 2.850e+01 3.590e+02 8.530e+02 2.748e+03 3.129e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	119366	57.1%
1	58053	27.8%
2	20087	9.6%
3	6498	3.1%
4	2296	1.1%
5	988	0.5%
6	599	0.3%
7	455	0.2%
8	119	0.1%
9	80	< 0.1%
Other values (256)	502	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	119366	57.1%
1	58053	27.8%
2	20087	9.6%
3	6498	3.1%
4	2296	1.1%

Value	Count	Frequency (%)
3129	1	< 0.1%
3122	1	< 0.1%
3106	1	< 0.1%
3097	1	< 0.1%
3091	1	< 0.1%

date_x
Categorical

TYPE DATE
HIGH CARDINALITY

Distinct count	367
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

2020-01-29 00:00:00	927
2019-12-06 00:00:00	846
2020-05-11 00:00:00	839
2020-01-03 00:00:00	822
2019-11-26 00:00:00	797
Other values (362)	204812

Toggle details

Value	Count	Frequency (%)
2020-01-29 00:00:00	927	0.4%
2019-12-06 00:00:00	846	0.4%
2020-05-11 00:00:00	839	0.4%
2020-01-03 00:00:00	822	0.4%
2019-11-26 00:00:00	797	0.4%
2020-05-12 00:00:00	789	0.4%
2020-02-11 00:00:00	781	0.4%
2020-01-28 00:00:00	781	0.4%
2019-11-05 00:00:00	774	0.4%
2020-01-02 00:00:00	771	0.4%
Other values (357)	200916	96.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	19
Mean length	19
Min length	19

email_am_kunden
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing	12
Missing (%)	< 0.1%
Memory size	1.6 MiB

1	195587
0	13444
(Missing)	12

Toggle details

Frequency Table

Value	Count	Frequency (%)
1	195587	93.6%
0	13444	6.4%
(Missing)	12	< 0.1%

kanal
Categorical

Distinct count	10
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

andere	99299
Telefonmarketing	36029
E-Mailing	28796
Mailings	14791
Eigenwerbung	10736
Other values (5)	19392

Toggle details

Value	Count	Frequency (%)
andere	99299	47.5%
Telefonmarketing	36029	17.2%
E-Mailing	28796	13.8%
Mailings	14791	7.1%
Eigenwerbung	10736	5.1%
B2B	6525	3.1%
Standwerbung	5593	2.7%
Fremdwerbung	4677	2.2%
SEA	1993	1.0%
Affiliate	604	0.3%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	True

Length

Max length	16
Mean length	8.76763154
Min length	3

kuendigungs_eingangs_datum
Categorical

MISSING
HIGH CARDINALITY

Distinct count	350
Unique (%)	0.2%
Missing	142754
Missing (%)	68.3%
Memory size	1.6 MiB

2020-01-29	536
2019-12-06	504
2020-05-11	426
2020-05-12	422
2020-01-03	416
Other values (344)	63985

Toggle details

Value	Count	Frequency (%)
2020-01-29	536	0.3%
2019-12-06	504	0.2%
2020-05-11	426	0.2%
2020-05-12	422	0.2%
2020-01-03	416	0.2%
2019-11-26	408	0.2%
2020-01-28	403	0.2%
2020-01-02	398	0.2%
2019-11-05	384	0.2%
2020-02-11	384	0.2%
Other values (339)	62008	29.7%
(Missing)	142754	68.3%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	True

Length

Max length	10
Mean length	5.219749047
Min length	3

land_iso_code
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

DE	185531
AT	12338
CH	6912
andere	4262

Toggle details

Value	Count	Frequency (%)
DE	185531	88.8%
AT	12338	5.9%
CH	6912	3.3%
andere	4262	2.0%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	False

Length

Max length	6
Mean length	2.081552599
Min length	2

lesedauer
Real number (ℝ_≥0)

Distinct count	89
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	32.04784183158489
Minimum	0
Maximum	88
Zeros	67
Zeros (%)	< 0.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	6
Q1	14
median	27
Q3	47
95-th percentile	74
Maximum	88
Range	88
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	21.55709907
Coefficient of variation (CV)	0.6726536903
Kurtosis	-0.5676473601
Mean	32.04784183
Median Absolute Deviation (MAD)	18.0738093
Skewness	0.6857362777
Sum	6699377
Variance	464.7085205

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 81.5 83.5 85.5 86.5 88. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
11	7789	3.7%
12	7307	3.5%
13	5536	2.6%
10	5504	2.6%
14	5250	2.5%
9	4742	2.3%
8	4568	2.2%
15	4468	2.1%
16	4091	2.0%
24	4050	1.9%
Other values (79)	155738	74.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	67	< 0.1%
1	545	0.3%
2	985	0.5%
3	1427	0.7%
4	2194	1.0%

Value	Count	Frequency (%)
88	91	< 0.1%
87	165	0.1%
86	294	0.1%
85	501	0.2%
84	490	0.2%

liefer_beginn_evt
Categorical

TYPE DATE
HIGH CARDINALITY

Distinct count	406
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

2019-01-10	1653
2019-03-07	1647
2019-01-03	1586
2016-04-28	1343
2019-05-02	1307
Other values (401)	201507

Toggle details

Value	Count	Frequency (%)
2019-01-10	1653	0.8%
2019-03-07	1647	0.8%
2019-01-03	1586	0.8%
2016-04-28	1343	0.6%
2019-05-02	1307	0.6%
2019-05-09	1220	0.6%
2019-04-17	1212	0.6%
2018-12-27	1212	0.6%
2016-03-10	1189	0.6%
2017-01-05	1187	0.6%
Other values (396)	195487	93.5%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	True

Length

Max length	10
Mean length	10
Min length	10

metropole
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	147679
1	61364

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	147679	70.6%
1	61364	29.4%

nl_aktivitaet
Real number (ℝ_≥0)

ZEROS

Distinct count	39
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.892189645192616
Minimum	0
Maximum	39
Zeros	16652
Zeros (%)	8.0%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	6
Q3	9
95-th percentile	15
Maximum	39
Range	39
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.540406278
Coefficient of variation (CV)	0.6587755868
Kurtosis	2.780692289
Mean	6.892189645
Median Absolute Deviation (MAD)	3.444122774
Skewness	1.071709375
Sum	1440764
Variance	20.61528917

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 27.5 28.5 31.5 32.5 39. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
6	22199	10.6%
5	20990	10.0%
7	19241	9.2%
8	18128	8.7%
4	17653	8.4%
0	16652	8.0%
3	15678	7.5%
9	14850	7.1%
10	11605	5.6%
11	9555	4.6%
Other values (29)	42492	20.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16652	8.0%
1	4768	2.3%
2	9305	4.5%
3	15678	7.5%
4	17653	8.4%

Value	Count	Frequency (%)
39	1	< 0.1%
37	1	< 0.1%
36	1	< 0.1%
35	2	< 0.1%
34	3	< 0.1%

nl_blacklist_sum
Real number (ℝ_≥0)

ZEROS

Distinct count	21
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.05634247499318322
Minimum	0
Maximum	22
Zeros	203248
Zeros (%)	97.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4661933302
Coefficient of variation (CV)	8.274278512
Kurtosis	332.8308514
Mean	0.05634247499
Median Absolute Deviation (MAD)	0.1095611463
Skewness	15.03135556
Sum	11778
Variance	0.2173362211

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 8.5 10.5 13.5 22. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	203248	97.2%
1	3501	1.7%
2	972	0.5%
3	552	0.3%
4	276	0.1%
5	153	0.1%
6	96	< 0.1%
7	73	< 0.1%
8	59	< 0.1%
9	37	< 0.1%
Other values (11)	76	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	203248	97.2%
1	3501	1.7%
2	972	0.5%
3	552	0.3%
4	276	0.1%

Value	Count	Frequency (%)
22	2	< 0.1%
20	2	< 0.1%
19	1	< 0.1%
17	2	< 0.1%
16	3	< 0.1%

nl_bounced_sum
Real number (ℝ_≥0)

ZEROS

Distinct count	16
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.19355347942767756
Minimum	0
Maximum	16
Zeros	190099
Zeros (%)	90.9%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7249601832
Coefficient of variation (CV)	3.745529067
Kurtosis	38.26268525
Mean	0.1935534794
Median Absolute Deviation (MAD)	0.3520263571
Skewness	5.190782629
Sum	40461
Variance	0.5255672672

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 7.5 8.5 9.5 12.5 16. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	190099	90.9%
2	7676	3.7%
1	6363	3.0%
3	2785	1.3%
4	1195	0.6%
5	484	0.2%
6	200	0.1%
7	104	< 0.1%
8	65	< 0.1%
9	33	< 0.1%
Other values (6)	39	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	190099	90.9%
1	6363	3.0%
2	7676	3.7%
3	2785	1.3%
4	1195	0.6%

Value	Count	Frequency (%)
16	3	< 0.1%
15	1	< 0.1%
13	2	< 0.1%
12	9	< 0.1%
11	9	< 0.1%

nl_fdz_organisch
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208938
1	105

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208938	99.9%
1	105	0.1%

nl_opt_in_sum
Real number (ℝ_≥0)

ZEROS

Distinct count	15
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2913945934568486
Minimum	0
Maximum	19
Zeros	162560
Zeros (%)	77.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	19
Range	19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6608159711
Coefficient of variation (CV)	2.267770185
Kurtosis	36.07127353
Mean	0.2913945935
Median Absolute Deviation (MAD)	0.4531996299
Skewness	3.995049761
Sum	60914
Variance	0.4366777477

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 7.5 10.5 19. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	162560	77.8%
1	37676	18.0%
2	5209	2.5%
3	2220	1.1%
4	1131	0.5%
5	123	0.1%
6	39	< 0.1%
7	25	< 0.1%
9	17	< 0.1%
8	16	< 0.1%
Other values (5)	27	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	162560	77.8%
1	37676	18.0%
2	5209	2.5%
3	2220	1.1%
4	1131	0.5%

Value	Count	Frequency (%)
19	4	< 0.1%
16	2	< 0.1%
12	6	< 0.1%
11	1	< 0.1%
10	14	< 0.1%

nl_registrierung_min
Categorical

TYPE DATE
HIGH CARDINALITY

Distinct count	120653
Unique (%)	57.7%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

1900-01-01 00:00:00	13516
2005-09-30 00:00:00	1361
2010-08-25 00:00:00	763
2010-02-02 00:00:00	698
2010-01-29 00:00:00	282
Other values (120648)	192423

Toggle details

Value	Count	Frequency (%)
1900-01-01 00:00:00	13516	6.5%
2005-09-30 00:00:00	1361	0.7%
2010-08-25 00:00:00	763	0.4%
2010-02-02 00:00:00	698	0.3%
2010-01-29 00:00:00	282	0.1%
2008-02-18 22:10:08	256	0.1%
2006-01-13 14:26:34	256	0.1%
2008-07-16 00:00:00	241	0.1%
2015-11-25 00:00:00	237	0.1%
2010-08-12 00:00:00	208	0.1%
Other values (120643)	191225	91.5%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	19
Mean length	19
Min length	19

nl_sperrliste_sum
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct count	59
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.11067579397540218
Minimum	0
Maximum	133
Zeros	207781
Zeros (%)	99.4%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	133
Range	133
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.710816246
Coefficient of variation (CV)	15.45790804
Kurtosis	652.5937137
Mean	0.110675794
Median Absolute Deviation (MAD)	0.2200152806
Skewness	21.62435444
Sum	23136
Variance	2.926892227

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 1. 3.5 4.5 5.5 ... 22.5 34.5 46.5 66.5 133. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	207781	99.4%
8	114	0.1%
10	112	0.1%
12	90	< 0.1%
16	83	< 0.1%
14	78	< 0.1%
18	74	< 0.1%
6	66	< 0.1%
22	49	< 0.1%
4	43	< 0.1%
Other values (49)	553	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	207781	99.4%
2	14	< 0.1%
3	5	< 0.1%
4	43	< 0.1%
5	3	< 0.1%

Value	Count	Frequency (%)
133	1	< 0.1%
81	1	< 0.1%
78	2	< 0.1%
67	1	< 0.1%
66	1	< 0.1%

nl_zeitbrief
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

2	136206
0	50950
1	21887

Toggle details

Value	Count	Frequency (%)
2	136206	65.2%
0	50950	24.4%
1	21887	10.5%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

nl_zeitshop
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	167886
2	29986
1	11171

Toggle details

Value	Count	Frequency (%)
0	167886	80.3%
2	29986	14.3%
1	11171	5.3%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

nl_zeitverlag_hamburg
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	194290
2	11269
1	3484

Toggle details

Value	Count	Frequency (%)
0	194290	92.9%
2	11269	5.4%
1	3484	1.7%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

objekt_name
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

DIE ZEIT	116516
ZEIT Digital	85548
DIE ZEIT - CHRIST & WELT	6979

Toggle details

Value	Count	Frequency (%)
DIE ZEIT	116516	55.7%
ZEIT Digital	85548	40.9%
DIE ZEIT - CHRIST & WELT	6979	3.3%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	True
Contains non-words	True

Length

Max length	24
Mean length	10.17111312
Min length	8

opened_anzahl_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	134
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.179475036236564
Minimum	0
Maximum	314
Zeros	103317
Zeros (%)	49.4%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	23
Maximum	314
Range	314
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	9.24404359
Coefficient of variation (CV)	2.211771457
Kurtosis	33.27454531
Mean	4.179475036
Median Absolute Deviation (MAD)	5.313553481
Skewness	4.461044468
Sum	873690
Variance	85.4523419

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 89.5 102.5 118.5 154.5 314. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	103317	49.4%
1	25127	12.0%
2	13762	6.6%
3	10264	4.9%
4	8798	4.2%
5	6932	3.3%
6	4818	2.3%
7	3556	1.7%
8	3299	1.6%
9	3216	1.5%
Other values (124)	25954	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	103317	49.4%
1	25127	12.0%
2	13762	6.6%
3	10264	4.9%
4	8798	4.2%

Value	Count	Frequency (%)
314	1	< 0.1%
203	1	< 0.1%
197	1	< 0.1%
185	1	< 0.1%
161	1	< 0.1%

opened_anzahl_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	48
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.1122448491458694
Minimum	0
Maximum	60
Zeros	136133
Zeros (%)	65.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	60
Range	60
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.585761036
Coefficient of variation (CV)	2.324812776
Kurtosis	32.03628785
Mean	1.112244849
Median Absolute Deviation (MAD)	1.482048679
Skewness	4.514114468
Sum	232507
Variance	6.686160135

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 20.5 23.5 30.5 35.5 60. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	136133	65.1%
1	31117	14.9%
2	14536	7.0%
3	7440	3.6%
4	4494	2.1%
5	3020	1.4%
6	2787	1.3%
7	2338	1.1%
8	1961	0.9%
9	1168	0.6%
Other values (38)	4049	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	136133	65.1%
1	31117	14.9%
2	14536	7.0%
3	7440	3.6%
4	4494	2.1%

Value	Count	Frequency (%)
60	1	< 0.1%
54	1	< 0.1%
53	1	< 0.1%
50	3	< 0.1%
49	1	< 0.1%

opened_anzahl_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	298
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.656309945800626
Minimum	0
Maximum	572
Zeros	78762
Zeros (%)	37.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	11
95-th percentile	62
Maximum	572
Range	572
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	25.01834033
Coefficient of variation (CV)	2.146334513
Kurtosis	28.88350969
Mean	11.65630995
Median Absolute Deviation (MAD)	14.53388105
Skewness	4.319232766
Sum	2436670
Variance	625.9173527

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 2.035e+02 2.045e+02 2.615e+02 3.345e+02 5.720e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	78762	37.7%
1	21915	10.5%
2	12595	6.0%
3	8900	4.3%
4	7250	3.5%
5	5636	2.7%
6	4749	2.3%
7	4041	1.9%
8	3914	1.9%
9	3305	1.6%
Other values (288)	57976	27.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	78762	37.7%
1	21915	10.5%
2	12595	6.0%
3	8900	4.3%
4	7250	3.5%

Value	Count	Frequency (%)
572	1	< 0.1%
571	1	< 0.1%
558	1	< 0.1%
551	1	< 0.1%
484	1	< 0.1%

opened_anzahl_bestandskunden_1m
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	196217
1	12142
4	384
2	300

Toggle details

Value	Count	Frequency (%)
0	196217	93.9%
1	12142	5.8%
4	384	0.2%
2	300	0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

opened_anzahl_bestandskunden_1w
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	205027
1	4016

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	205027	98.1%
1	4016	1.9%

opened_anzahl_bestandskunden_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	7
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.14270748123591798
Minimum	0
Maximum	12
Zeros	191577
Zeros (%)	91.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6018136022
Coefficient of variation (CV)	4.217113196
Kurtosis	116.5727362
Mean	0.1427074812
Median Absolute Deviation (MAD)	0.2615679179
Skewness	8.293314842
Sum	29832
Variance	0.3621796118

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 6. 10. 12. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	191577	91.6%
1	9982	4.8%
2	4534	2.2%
3	2554	1.2%
4	140	0.1%
12	128	0.1%
8	128	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	191577	91.6%
1	9982	4.8%
2	4534	2.2%
3	2554	1.2%
4	140	0.1%

Value	Count	Frequency (%)
12	128	0.1%
8	128	0.1%
4	140	0.1%
3	2554	1.2%
2	4534	2.2%

opened_anzahl_hamburg_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	36
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5182904952569567
Minimum	0
Maximum	52
Zeros	201002
Zeros (%)	96.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	52
Range	52
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.314347129
Coefficient of variation (CV)	6.394767335
Kurtosis	92.50390723
Mean	0.5182904953
Median Absolute Deviation (MAD)	0.9967081043
Skewness	8.5329922
Sum	108345
Variance	10.98489689

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 4.5 ... 23.5 27.5 29.5 46.5 52. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	201002	96.2%
1	828	0.4%
21	525	0.3%
2	515	0.2%
19	452	0.2%
20	440	0.2%
3	401	0.2%
22	363	0.2%
23	358	0.2%
12	347	0.2%
Other values (26)	3812	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	201002	96.2%
1	828	0.4%
2	515	0.2%
3	401	0.2%
4	346	0.2%

Value	Count	Frequency (%)
52	256	0.1%
41	1	< 0.1%
36	1	< 0.1%
33	3	< 0.1%
32	1	< 0.1%

opened_anzahl_hamburg_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	18
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.13598159230397575
Minimum	0
Maximum	28
Zeros	202511
Zeros (%)	96.9%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	28
Range	28
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8845990133
Coefficient of variation (CV)	6.505285005
Kurtosis	79.67391743
Mean	0.1359815923
Median Absolute Deviation (MAD)	0.2634651076
Skewness	8.063308641
Sum	28426
Variance	0.7825154144

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 3.5 4.5 ... 8.5 9.5 11.5 12.5 28. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	202511	96.9%
6	1301	0.6%
5	1119	0.5%
1	1086	0.5%
4	970	0.5%
2	682	0.3%
3	654	0.3%
12	260	0.1%
7	252	0.1%
8	147	0.1%
Other values (8)	61	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	202511	96.9%
1	1086	0.5%
2	682	0.3%
3	654	0.3%
4	970	0.5%

Value	Count	Frequency (%)
28	1	< 0.1%
22	2	< 0.1%
15	7	< 0.1%
14	1	< 0.1%
13	2	< 0.1%

opened_anzahl_hamburg_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	77
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.4515051927115474
Minimum	0
Maximum	132
Zeros	199939
Zeros (%)	95.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	132
Range	132
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.991071563
Coefficient of variation (CV)	6.19430892
Kurtosis	77.13690541
Mean	1.451505193
Median Absolute Deviation (MAD)	2.779761145
Skewness	7.930885244
Sum	303427
Variance	80.83936785

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 4.5 ... 71.5 72.5 76. 105. 132. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	199939	95.6%
1	736	0.4%
2	417	0.2%
3	326	0.2%
4	280	0.1%
61	267	0.1%
132	256	0.1%
55	239	0.1%
24	212	0.1%
57	204	0.1%
Other values (67)	6167	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	199939	95.6%
1	736	0.4%
2	417	0.2%
3	326	0.2%
4	280	0.1%

Value	Count	Frequency (%)
132	256	0.1%
78	1	< 0.1%
74	3	< 0.1%
73	2	< 0.1%
72	10	< 0.1%

opened_anzahl_produktnews_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0754677267356477
Minimum	0
Maximum	8
Zeros	198072
Zeros (%)	94.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4145569095
Coefficient of variation (CV)	5.493168106
Kurtosis	138.5870789
Mean	0.07546772674
Median Absolute Deviation (MAD)	0.1430140552
Skewness	9.921481805
Sum	15776
Variance	0.1718574312

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5.5 6.5 7.5 8. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	198072	94.8%
1	8596	4.1%
2	1482	0.7%
3	298	0.1%
4	194	0.1%
5	146	0.1%
8	129	0.1%
6	98	< 0.1%
7	28	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	198072	94.8%
1	8596	4.1%
2	1482	0.7%
3	298	0.1%
4	194	0.1%

Value	Count	Frequency (%)
8	129	0.1%
7	28	< 0.1%
6	98	< 0.1%
5	146	0.1%
4	194	0.1%

opened_anzahl_produktnews_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.01879517611209177
Minimum	0
Maximum	5
Zeros	205483
Zeros (%)	98.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1528387311
Coefficient of variation (CV)	8.13180628
Kurtosis	147.4081459
Mean	0.01879517611
Median Absolute Deviation (MAD)	0.03695018894
Skewness	10.3765021
Sum	3929
Variance	0.02335967773

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	205483	98.3%
1	3314	1.6%
2	144	0.1%
3	82	< 0.1%
4	19	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	205483	98.3%
1	3314	1.6%
2	144	0.1%
3	82	< 0.1%
4	19	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	19	< 0.1%
3	82	< 0.1%
2	144	0.1%
1	3314	1.6%

opened_anzahl_produktnews_3m
Real number (ℝ_≥0)

SKEWED
ZEROS
HIGH CORRELATION

Distinct count	13
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.18342159268667213
Minimum	0
Maximum	32
Zeros	187304
Zeros (%)	89.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9990860479
Coefficient of variation (CV)	5.446938026
Kurtosis	634.3221865
Mean	0.1834215927
Median Absolute Deviation (MAD)	0.3286940773
Skewness	21.17275623
Sum	38343
Variance	0.9981729311

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 7.5 8.5 22. 32. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	187304	89.6%
1	14739	7.1%
2	4409	2.1%
3	1101	0.5%
4	449	0.2%
5	298	0.1%
6	290	0.1%
7	251	0.1%
32	128	0.1%
8	69	< 0.1%
Other values (3)	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	187304	89.6%
1	14739	7.1%
2	4409	2.1%
3	1101	0.5%
4	449	0.2%

Value	Count	Frequency (%)
32	128	0.1%
12	1	< 0.1%
11	2	< 0.1%
9	2	< 0.1%
8	69	< 0.1%

opened_anzahl_zeitbrief_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	21
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.7723195706146583
Minimum	0
Maximum	26
Zeros	153111
Zeros (%)	73.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	26
Range	26
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.678114508
Coefficient of variation (CV)	2.172824012
Kurtosis	28.67715717
Mean	0.7723195706
Median Absolute Deviation (MAD)	1.131352131
Skewness	3.918346302
Sum	161448
Variance	2.816068302

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 15.5 16.5 18.5 20.5 26. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	153111	73.2%
1	16416	7.9%
4	11471	5.5%
2	10629	5.1%
3	8978	4.3%
5	6779	3.2%
6	725	0.3%
12	261	0.1%
20	256	0.1%
8	154	0.1%
Other values (11)	263	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	153111	73.2%
1	16416	7.9%
2	10629	5.1%
3	8978	4.3%
4	11471	5.5%

Value	Count	Frequency (%)
26	1	< 0.1%
21	4	< 0.1%
20	256	0.1%
17	1	< 0.1%
16	129	0.1%

opened_anzahl_zeitbrief_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	15
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.208406882794449
Minimum	0
Maximum	25
Zeros	173937
Zeros (%)	83.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	25
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5332423309
Coefficient of variation (CV)	2.558659886
Kurtosis	50.84022277
Mean	0.2084068828
Median Absolute Deviation (MAD)	0.3468154205
Skewness	4.233426792
Sum	43566
Variance	0.2843473835

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 8. 15. 25. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	173937	83.2%
1	28891	13.8%
2	5021	2.4%
4	825	0.4%
3	314	0.2%
5	27	< 0.1%
6	10	< 0.1%
7	6	< 0.1%
13	3	< 0.1%
11	3	< 0.1%
Other values (5)	6	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	173937	83.2%
1	28891	13.8%
2	5021	2.4%
3	314	0.2%
4	825	0.4%

Value	Count	Frequency (%)
25	1	< 0.1%
17	1	< 0.1%
13	3	< 0.1%
12	1	< 0.1%
11	3	< 0.1%

opened_anzahl_zeitbrief_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	35
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.191281219653373
Minimum	0
Maximum	52
Zeros	138125
Zeros (%)	66.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	12
Maximum	52
Range	52
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.39218379
Coefficient of variation (CV)	2.004390742
Kurtosis	23.13259702
Mean	2.19128122
Median Absolute Deviation (MAD)	3.048629674
Skewness	3.42741997
Sum	458072
Variance	19.29127845

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 24.5 34. 39.5 48. 52. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	138125	66.1%
1	12037	5.8%
2	8559	4.1%
3	6705	3.2%
13	6571	3.1%
4	5200	2.5%
12	4398	2.1%
5	4358	2.1%
6	3773	1.8%
11	3471	1.7%
Other values (25)	15846	7.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	138125	66.1%
1	12037	5.8%
2	8559	4.1%
3	6705	3.2%
4	5200	2.5%

Value	Count	Frequency (%)
52	256	0.1%
44	1	< 0.1%
43	1	< 0.1%
36	128	0.1%
32	2	< 0.1%

openedanzahl_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	508
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22.60583229287754
Minimum	0
Maximum	1145
Zeros	63565
Zeros (%)	30.4%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	22
95-th percentile	122
Maximum	1145
Range	1145
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	47.68270791
Coefficient of variation (CV)	2.109309991
Kurtosis	27.83066328
Mean	22.60583229
Median Absolute Deviation (MAD)	27.92970423
Skewness	4.238963427
Sum	4725591
Variance	2273.640634

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 3.645e+02 4.765e+02 5.225e+02 6.645e+02 1.145e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	63565	30.4%
1	19911	9.5%
2	11689	5.6%
3	8348	4.0%
4	6694	3.2%
5	5381	2.6%
6	4614	2.2%
7	4050	1.9%
8	3418	1.6%
9	3153	1.5%
Other values (498)	78220	37.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	63565	30.4%
1	19911	9.5%
2	11689	5.6%
3	8348	4.0%
4	6694	3.2%

Value	Count	Frequency (%)
1145	1	< 0.1%
1131	1	< 0.1%
1015	1	< 0.1%
898	1	< 0.1%
800	1	< 0.1%

openedanzahl_bestandskunden_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	8
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1589768612199404
Minimum	0
Maximum	16
Zeros	191146
Zeros (%)	91.4%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7010691734
Coefficient of variation (CV)	4.409881841
Kurtosis	175.7088062
Mean	0.1589768612
Median Absolute Deviation (MAD)	0.2907324437
Skewness	10.06249898
Sum	33233
Variance	0.4914979859

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 16. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	191146	91.4%
1	9767	4.7%
2	4412	2.1%
3	2381	1.1%
4	978	0.5%
16	128	0.1%
8	128	0.1%
5	103	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	191146	91.4%
1	9767	4.7%
2	4412	2.1%
3	2381	1.1%
4	978	0.5%

Value	Count	Frequency (%)
16	128	0.1%
8	128	0.1%
5	103	< 0.1%
4	978	0.5%
3	2381	1.1%

openedanzahl_hamburg_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	132
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.8078672808943614
Minimum	0
Maximum	240
Zeros	199192
Zeros (%)	95.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	240
Range	240
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	17.09186516
Coefficient of variation (CV)	6.087134274
Kurtosis	69.22520177
Mean	2.807867281
Median Absolute Deviation (MAD)	5.365096331
Skewness	7.615706892
Sum	586965
Variance	292.1318548

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 124.5 125.5 131. 193.5 240. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	199192	95.3%
1	640	0.3%
2	379	0.2%
3	293	0.1%
240	256	0.1%
4	226	0.1%
6	205	0.1%
5	200	0.1%
121	194	0.1%
115	177	0.1%
Other values (122)	7281	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	199192	95.3%
1	640	0.3%
2	379	0.2%
3	293	0.1%
4	226	0.1%

Value	Count	Frequency (%)
240	256	0.1%
147	3	< 0.1%
144	1	< 0.1%
134	2	< 0.1%
128	3	< 0.1%

openedanzahl_produktnews_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	14
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.19743306401075378
Minimum	0
Maximum	32
Zeros	186385
Zeros (%)	89.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.022319454
Coefficient of variation (CV)	5.178055961
Kurtosis	578.6112464
Mean	0.197433064
Median Absolute Deviation (MAD)	0.352066911
Skewness	19.93540703
Sum	41272
Variance	1.045137066

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 7.5 8.5 10. 22.5 32. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	186385	89.2%
1	14610	7.0%
2	4905	2.3%
3	1466	0.7%
4	583	0.3%
5	300	0.1%
6	287	0.1%
7	263	0.1%
32	128	0.1%
8	96	< 0.1%
Other values (4)	20	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	186385	89.2%
1	14610	7.0%
2	4905	2.3%
3	1466	0.7%
4	583	0.3%

Value	Count	Frequency (%)
32	128	0.1%
13	2	< 0.1%
12	1	< 0.1%
11	2	< 0.1%
9	15	< 0.1%

openedanzahl_zeitbrief_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	49
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.335787373889582
Minimum	0
Maximum	100
Zeros	129129
Zeros (%)	61.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	24
Maximum	100
Range	100
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	8.52607725
Coefficient of variation (CV)	1.966442658
Kurtosis	22.96298137
Mean	4.335787374
Median Absolute Deviation (MAD)	5.911152113
Skewness	3.435758051
Sum	906366
Variance	72.69399327

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 46.5 53.5 76. 90. 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	129129	61.8%
1	9631	4.6%
2	7138	3.4%
3	5685	2.7%
4	4684	2.2%
5	3983	1.9%
26	3641	1.7%
6	3485	1.7%
7	3180	1.5%
25	3039	1.5%
Other values (39)	35448	17.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	129129	61.8%
1	9631	4.6%
2	7138	3.4%
3	5685	2.7%
4	4684	2.2%

Value	Count	Frequency (%)
100	256	0.1%
80	2	< 0.1%
72	128	0.1%
56	129	0.1%
51	1	< 0.1%

openrate_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	209
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.24209430595619083
Minimum	0.0
Maximum	10.75
Zeros	103652
Zeros (%)	49.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.02
Q3	0.4
95-th percentile	1
Maximum	10.75
Range	10.75
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3479470268
Coefficient of variation (CV)	1.437237549
Kurtosis	12.02091823
Mean	0.242094306
Median Absolute Deviation (MAD)	0.2813233261
Skewness	1.787995144
Sum	50608.12
Variance	0.1210671335

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 5.000e-03 1.500e-02 2.500e-02 3.500e-02 ... 2.245e+00 2.260e+00 4.055e+00 6.050e+00 1.075e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	103652	49.6%
1	13698	6.6%
0.2	4717	2.3%
0.5	4248	2.0%
0.33	3138	1.5%
0.25	3078	1.5%
0.17	3043	1.5%
0.1	2776	1.3%
0.11	2685	1.3%
0.4	2679	1.3%
Other values (199)	65329	31.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	103652	49.6%
0.01	98	< 0.1%
0.02	825	0.4%
0.03	1738	0.8%
0.04	2109	1.0%

Value	Count	Frequency (%)
10.75	2	< 0.1%
6.1	1	< 0.1%
6	2	< 0.1%
5.67	1	< 0.1%
5.5	2	< 0.1%

openrate_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	217
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.23464019364436986
Minimum	0.0
Maximum	22.0
Zeros	136526
Zeros (%)	65.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.36
95-th percentile	1
Maximum	22
Range	22
Interquartile range (IQR)	0.36

Descriptive statistics

Standard deviation	0.4193397595
Coefficient of variation (CV)	1.787160814
Kurtosis	78.87335989
Mean	0.2346401936
Median Absolute Deviation (MAD)	0.3153140618
Skewness	4.103795218
Sum	49049.89
Variance	0.1758458339

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 1.500e-02 3.500e-02 4.500e-02 5.500e-02 ... 4.835e+00 5.125e+00 6.285e+00 1.325e+01 2.200e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	136526	65.3%
1	22436	10.7%
0.5	10205	4.9%
0.33	5675	2.7%
0.67	3679	1.8%
0.25	2662	1.3%
0.14	1531	0.7%
0.13	1518	0.7%
0.75	1513	0.7%
0.2	1481	0.7%
Other values (207)	21817	10.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	136526	65.3%
0.03	17	< 0.1%
0.04	47	< 0.1%
0.05	94	< 0.1%
0.06	184	0.1%

Value	Count	Frequency (%)
22	1	< 0.1%
13.5	1	< 0.1%
13	2	< 0.1%
12.5	1	< 0.1%
12.33	1	< 0.1%

openrate_3m
Real number (ℝ_≥0)

ZEROS

Distinct count	184
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.25378127944968265
Minimum	0.0
Maximum	9.0
Zeros	79022
Zeros (%)	37.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.07
Q3	0.43
95-th percentile	1
Maximum	9
Range	9
Interquartile range (IQR)	0.43

Descriptive statistics

Standard deviation	0.3381539185
Coefficient of variation (CV)	1.332462029
Kurtosis	10.96289205
Mean	0.2537812794
Median Absolute Deviation (MAD)	0.2768308486
Skewness	1.656594094
Sum	53051.2
Variance	0.1143480726

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 5.000e-03 1.500e-02 2.500e-02 3.500e-02 ... 1.990e+00 2.050e+00 2.995e+00 3.020e+00 9.000e+00], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	79022	37.8%
1	10706	5.1%
0.07	4923	2.4%
0.06	4919	2.4%
0.03	4623	2.2%
0.04	3374	1.6%
0.13	3274	1.6%
0.01	3090	1.5%
0.08	2809	1.3%
0.5	2796	1.3%
Other values (174)	89507	42.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	79022	37.8%
0.01	3090	1.5%
0.02	2617	1.3%
0.03	4623	2.2%
0.04	3374	1.6%

Value	Count	Frequency (%)
9	3	< 0.1%
8	1	< 0.1%
7	2	< 0.1%
6	3	< 0.1%
4	1	< 0.1%

openrate_bestandskunden_1m
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	196308
1	12346
0.5	284
2	105

Toggle details

Value	Count	Frequency (%)
0	196308	93.9%
1	12346	5.9%
0.5	284	0.1%
2	105	0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	True

Length

Max length	3
Mean length	3
Min length	3

openrate_bestandskunden_1w
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	205352
1	3691

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	205352	98.2%
1	3691	1.8%

openrate_bestandskunden_3m
Real number (ℝ_≥0)

ZEROS

Distinct count	8
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.06341355606262826
Minimum	0.0
Maximum	2.0
Zeros	191584
Zeros (%)	91.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.67
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2245993378
Coefficient of variation (CV)	3.541819001
Kurtosis	11.41350417
Mean	0.06341355606
Median Absolute Deviation (MAD)	0.1162346764
Skewness	3.563173739
Sum	13256.16
Variance	0.05044486254

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.165 0.415 0.585 0.835 1.165 1.75 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	191584	91.6%
1	9248	4.4%
0.33	3048	1.5%
0.5	2825	1.4%
0.67	2308	1.1%
1.5	17	< 0.1%
1.33	12	< 0.1%
2	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	191584	91.6%
0.33	3048	1.5%
0.5	2825	1.4%
0.67	2308	1.1%
1	9248	4.4%

Value	Count	Frequency (%)
2	1	< 0.1%
1.5	17	< 0.1%
1.33	12	< 0.1%
1	9248	4.4%
0.67	2308	1.1%

openrate_hamburg_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	123
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.02210645656635238
Minimum	0.0
Maximum	2.55
Zeros	201008
Zeros (%)	96.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2.55
Range	2.55
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1316030793
Coefficient of variation (CV)	5.953151238
Kurtosis	42.3680755
Mean	0.02210645657
Median Absolute Deviation (MAD)	0.04251349839
Skewness	6.470406838
Sum	4621.2
Variance	0.01731937048

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.015 0.035 0.045 0.055 ... 1.045 1.055 1.105 1.485 2.55 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	201008	96.2%
1	1467	0.7%
0.05	444	0.2%
0.95	356	0.2%
0.57	333	0.2%
0.04	241	0.1%
0.96	204	0.1%
0.1	196	0.1%
0.91	162	0.1%
0.09	160	0.1%
Other values (113)	4472	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	201008	96.2%
0.03	6	< 0.1%
0.04	241	0.1%
0.05	444	0.2%
0.06	27	< 0.1%

Value	Count	Frequency (%)
2.55	1	< 0.1%
2.05	1	< 0.1%
1.78	1	< 0.1%
1.71	1	< 0.1%
1.5	2	< 0.1%

openrate_hamburg_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	47
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.021949024841778964
Minimum	0.0
Maximum	4.67
Zeros	202519
Zeros (%)	96.9%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4.67
Range	4.67
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1383183013
Coefficient of variation (CV)	6.301797109
Kurtosis	75.57910091
Mean	0.02194902484
Median Absolute Deviation (MAD)	0.04252804028
Skewness	7.503984447
Sum	4588.29
Variance	0.01913195247

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.065 0.155 0.185 0.225 ... 1.355 1.39 1.55 2.085 4.67 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	202519	96.9%
1	2304	1.1%
0.5	681	0.3%
0.17	636	0.3%
0.83	509	0.2%
0.67	435	0.2%
0.33	401	0.2%
0.2	230	0.1%
0.8	192	0.1%
0.13	167	0.1%
Other values (37)	969	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	202519	96.9%
0.13	167	0.1%
0.14	31	< 0.1%
0.17	636	0.3%
0.2	230	0.1%

Value	Count	Frequency (%)
4.67	1	< 0.1%
4.4	2	< 0.1%
3.75	4	< 0.1%
3.25	1	< 0.1%
3	3	< 0.1%

openrate_hamburg_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	113
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.02198456776835388
Minimum	0.0
Maximum	2.0
Zeros	199957
Zeros (%)	95.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1287856325
Coefficient of variation (CV)	5.858001571
Kurtosis	41.09182907
Mean	0.02198456777
Median Absolute Deviation (MAD)	0.04207935828
Skewness	6.395418923
Sum	4595.72
Variance	0.01658573914

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.005 0.015 0.025 0.055 ... 1.015 1.025 1.065 1.115 2. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	199957	95.7%
1	748	0.4%
0.02	598	0.3%
0.98	456	0.2%
0.54	292	0.1%
0.03	262	0.1%
0.05	247	0.1%
0.1	212	0.1%
0.95	194	0.1%
0.04	186	0.1%
Other values (103)	5891	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	199957	95.7%
0.01	87	< 0.1%
0.02	598	0.3%
0.03	262	0.1%
0.04	186	0.1%

Value	Count	Frequency (%)
2	1	< 0.1%
1.37	1	< 0.1%
1.12	1	< 0.1%
1.11	6	< 0.1%
1.08	2	< 0.1%

openrate_produktnews_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	29
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.04743172457341313
Minimum	0.0
Maximum	5.0
Zeros	198389
Zeros (%)	94.9%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.33
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2125453779
Coefficient of variation (CV)	4.481080538
Kurtosis	23.58854567
Mean	0.04743172457
Median Absolute Deviation (MAD)	0.09002867741
Skewness	4.650547858
Sum	9915.27
Variance	0.04517553766

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.07 0.155 0.27 0.31 ... 1.085 1.585 1.835 2.25 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	198389	94.9%
1	8534	4.1%
0.5	1235	0.6%
2	179	0.1%
0.67	111	0.1%
0.33	97	< 0.1%
0.6	64	< 0.1%
0.25	59	< 0.1%
0.2	54	< 0.1%
0.8	54	< 0.1%
Other values (19)	267	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	198389	94.9%
0.14	9	< 0.1%
0.17	31	< 0.1%
0.2	54	< 0.1%
0.25	59	< 0.1%

Value	Count	Frequency (%)
5	2	< 0.1%
3	3	< 0.1%
2.5	1	< 0.1%
2	179	0.1%
1.67	2	< 0.1%

openrate_produktnews_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	10
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.01552565740063049
Minimum	0.0
Maximum	3.0
Zeros	205751
Zeros (%)	98.4%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.124139782
Coefficient of variation (CV)	7.995782645
Kurtosis	67.47841208
Mean	0.0155256574
Median Absolute Deviation (MAD)	0.03056232006
Skewness	8.1032203
Sum	3245.53
Variance	0.01541068548

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.125 0.415 0.585 0.71 0.875 1.25 3. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	205751	98.4%
1	3109	1.5%
0.5	77	< 0.1%
0.67	32	< 0.1%
0.33	23	< 0.1%
2	18	< 0.1%
0.25	12	< 0.1%
1.5	10	< 0.1%
0.75	8	< 0.1%
3	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	205751	98.4%
0.25	12	< 0.1%
0.33	23	< 0.1%
0.5	77	< 0.1%
0.67	32	< 0.1%

Value	Count	Frequency (%)
3	3	< 0.1%
2	18	< 0.1%
1.5	10	< 0.1%
1	3109	1.5%
0.75	8	< 0.1%

openrate_produktnews_3m
Real number (ℝ_≥0)

ZEROS

Distinct count	29
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0903887238510737
Minimum	0.0
Maximum	3.0
Zeros	187343
Zeros (%)	89.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2756608612
Coefficient of variation (CV)	3.049726221
Kurtosis	6.406308014
Mean	0.09038872385
Median Absolute Deviation (MAD)	0.1620117915
Skewness	2.852804399
Sum	18895.13
Variance	0.07598891042

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.04 0.12 0.135 0.155 ... 0.845 0.87 0.94 1.125 3. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	187343	89.6%
1	15989	7.6%
0.5	3290	1.6%
0.67	627	0.3%
0.33	531	0.3%
0.43	113	0.1%
0.86	109	0.1%
0.29	106	0.1%
0.57	95	< 0.1%
0.71	92	< 0.1%
Other values (19)	748	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	187343	89.6%
0.08	2	< 0.1%
0.11	1	< 0.1%
0.13	8	< 0.1%
0.14	78	< 0.1%

Value	Count	Frequency (%)
3	1	< 0.1%
2	1	< 0.1%
1.25	3	< 0.1%
1	15989	7.6%
0.88	46	< 0.1%

openrate_zeitbrief_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	37
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.16158149280291612
Minimum	0.0
Maximum	5.25
Zeros	153131
Zeros (%)	73.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.2
95-th percentile	1
Maximum	5.25
Range	5.25
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.3160611956
Coefficient of variation (CV)	1.956048246
Kurtosis	4.107037665
Mean	0.1615814928
Median Absolute Deviation (MAD)	0.2367277122
Skewness	1.99981344
Sum	33777.48
Variance	0.09989467934

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.085 0.185 0.225 0.29 ... 1.675 1.775 2.55 3.1 5.25 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	153131	73.3%
1	13777	6.6%
0.25	7787	3.7%
0.2	7551	3.6%
0.5	5724	2.7%
0.4	4824	2.3%
0.75	4682	2.2%
0.6	4122	2.0%
0.8	4000	1.9%
0.17	812	0.4%
Other values (27)	2633	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	153131	73.3%
0.17	812	0.4%
0.2	7551	3.6%
0.25	7787	3.7%
0.33	643	0.3%

Value	Count	Frequency (%)
5.25	2	< 0.1%
5.2	1	< 0.1%
4.2	2	< 0.1%
3.75	1	< 0.1%
3.5	2	< 0.1%

openrate_zeitbrief_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	21
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.16929406868443334
Minimum	0.0
Maximum	25.0
Zeros	173996
Zeros (%)	83.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	25
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4143762362
Coefficient of variation (CV)	2.447671318
Kurtosis	90.37836314
Mean	0.1692940687
Median Absolute Deviation (MAD)	0.2818223119
Skewness	4.306986324
Sum	35389.74
Variance	0.1717076651

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.165 0.415 0.585 0.835 ... 4.25 4.75 5.25 7.75 25. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	173996	83.2%
1	28460	13.6%
0.5	4359	2.1%
2	1753	0.8%
3	185	0.1%
1.5	80	< 0.1%
0.33	69	< 0.1%
4	47	< 0.1%
0.67	42	< 0.1%
5	26	< 0.1%
Other values (11)	26	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	173996	83.2%
0.33	69	< 0.1%
0.5	4359	2.1%
0.67	42	< 0.1%
1	28460	13.6%

Value	Count	Frequency (%)
25	1	< 0.1%
13	3	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
8.5	1	< 0.1%

openrate_zeitbrief_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	102
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.16161540926986318
Minimum	0.0
Maximum	4.0
Zeros	138161
Zeros (%)	66.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.15
95-th percentile	0.92
Maximum	4
Range	4
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.2975661406
Coefficient of variation (CV)	1.841199066
Kurtosis	2.492096561
Mean	0.1616154093
Median Absolute Deviation (MAD)	0.2238414426
Skewness	1.858008163
Sum	33784.57
Variance	0.08854560802

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.035 0.075 0.085 0.105 ... 1.24 1.3 1.32 2.035 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	138161	66.1%
0.08	7913	3.8%
1	7731	3.7%
0.15	5589	2.7%
0.23	4543	2.2%
0.31	3521	1.7%
0.92	3302	1.6%
0.07	3178	1.5%
0.38	2968	1.4%
0.46	2705	1.3%
Other values (92)	29432	14.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	138161	66.1%
0.07	3178	1.5%
0.08	7913	3.8%
0.09	75	< 0.1%
0.1	51	< 0.1%

Value	Count	Frequency (%)
4	1	< 0.1%
3.38	1	< 0.1%
3.31	1	< 0.1%
3	2	< 0.1%
2.5	5	< 0.1%

ort
Categorical

HIGH CARDINALITY

Distinct count	11476
Unique (%)	5.5%
Missing	85
Missing (%)	< 0.1%
Memory size	1.6 MiB

Berlin	16122
Hamburg	10229
München	7133
Köln	4805
Wien	4725
Other values (11470)	165944

Toggle details

Value	Count	Frequency (%)
Berlin	16122	7.7%
Hamburg	10229	4.9%
München	7133	3.4%
Köln	4805	2.3%
Wien	4725	2.3%
Stuttgart	3091	1.5%
Frankfurt	3062	1.5%
Düsseldorf	2365	1.1%
Hannover	2103	1.0%
Bonn	2087	1.0%
Other values (11465)	153236	73.3%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	True
Contains non-words	True

Length

Max length	34
Mean length	8.064929225
Min length	2

plz_1
Categorical

HIGH CORRELATION

Distinct count	11
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

2	25870
7	23617
xx	23512
5	21592
1	20767
Other values (6)	93685

Toggle details

Value	Count	Frequency (%)
2	25870	12.4%
7	23617	11.3%
xx	23512	11.2%
5	21592	10.3%
1	20767	9.9%
8	20353	9.7%
4	19235	9.2%
6	18897	9.0%
3	16391	7.8%
9	11658	5.6%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	2
Mean length	1.112474467
Min length	1

plz_2
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct count	97
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

xx	23512
10	8117
22	7533
50	4929
79	4327
Other values (92)	160625

Toggle details

Value	Count	Frequency (%)
xx	23512	11.2%
10	8117	3.9%
22	7533	3.6%
50	4929	2.4%
79	4327	2.1%
53	4125	2.0%
12	3833	1.8%
70	3644	1.7%
80	3590	1.7%
81	3542	1.7%
Other values (87)	141891	67.9%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	2
Mean length	2
Min length	2

plz_3
Categorical

HIGH CARDINALITY

Distinct count	697
Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

xx	23512
791	2098
481	1917
531	1724
691	1664
Other values (692)	178128

Toggle details

Value	Count	Frequency (%)
xx	23512	11.2%
791	2098	1.0%
481	1917	0.9%
531	1724	0.8%
691	1664	0.8%
223	1579	0.8%
109	1563	0.7%
603	1498	0.7%
701	1483	0.7%
104	1443	0.7%
Other values (687)	170562	81.6%

Composition

Contains chars	True
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	3
Mean length	2.887525533
Min length	2

received_anzahl_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	165
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.799634524954197
Minimum	0
Maximum	203
Zeros	49303
Zeros (%)	23.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7
Q3	19
95-th percentile	44
Maximum	203
Range	203
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	16.50424772
Coefficient of variation (CV)	1.28943117
Kurtosis	11.07607465
Mean	12.79963452
Median Absolute Deviation (MAD)	11.79386444
Skewness	2.604123556
Sum	2675674
Variance	272.3901928

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 136.5 143.5 144.5 165. 203. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	49303	23.6%
5	16601	7.9%
10	11426	5.5%
9	11226	5.4%
4	11153	5.3%
6	9981	4.8%
1	9506	4.5%
11	8662	4.1%
12	4726	2.3%
7	4491	2.1%
Other values (155)	71968	34.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	49303	23.6%
1	9506	4.5%
2	3576	1.7%
3	1827	0.9%
4	11153	5.3%

Value	Count	Frequency (%)
203	1	< 0.1%
199	1	< 0.1%
197	1	< 0.1%
193	1	< 0.1%
191	1	< 0.1%

received_anzahl_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	52
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.3419392182469636
Minimum	0
Maximum	54
Zeros	59967
Zeros (%)	28.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	12
Maximum	54
Range	54
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.447496697
Coefficient of variation (CV)	1.330813162
Kurtosis	12.37111103
Mean	3.341939218
Median Absolute Deviation (MAD)	3.164305938
Skewness	2.718770198
Sum	698609
Variance	19.78022687

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 35.5 39.5 40.5 45.5 54. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	59967	28.7%
1	34224	16.4%
2	32484	15.5%
3	19272	9.2%
7	10104	4.8%
8	9020	4.3%
4	8749	4.2%
6	7909	3.8%
5	5442	2.6%
9	5004	2.4%
Other values (42)	16868	8.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	59967	28.7%
1	34224	16.4%
2	32484	15.5%
3	19272	9.2%
4	8749	4.2%

Value	Count	Frequency (%)
54	1	< 0.1%
53	1	< 0.1%
52	1	< 0.1%
49	1	< 0.1%
48	1	< 0.1%

received_anzahl_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	390
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	36.71471898126223
Minimum	0
Maximum	573
Zeros	39489
Zeros (%)	18.9%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	20
Q3	57
95-th percentile	122
Maximum	573
Range	573
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	45.26168891
Coefficient of variation (CV)	1.232794099
Kurtosis	8.856643994
Mean	36.71471898
Median Absolute Deviation (MAD)	33.09527648
Skewness	2.34749143
Sum	7674955
Variance	2048.620483

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 3.275e+02 3.285e+02 3.870e+02 4.545e+02 5.730e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	39489	18.9%
1	10013	4.8%
13	7984	3.8%
30	6939	3.3%
16	6756	3.2%
14	6634	3.2%
29	6356	3.0%
15	6137	2.9%
31	5581	2.7%
17	5539	2.6%
Other values (380)	107615	51.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	39489	18.9%
1	10013	4.8%
2	4400	2.1%
3	2064	1.0%
4	2553	1.2%

Value	Count	Frequency (%)
573	1	< 0.1%
571	1	< 0.1%
559	1	< 0.1%
558	1	< 0.1%
550	1	< 0.1%

received_anzahl_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	699
Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	72.56442454423252
Minimum	0
Maximum	1147
Zeros	31991
Zeros (%)	15.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	43
Q3	116
95-th percentile	234
Maximum	1147
Range	1147
Interquartile range (IQR)	111

Descriptive statistics

Standard deviation	87.4313814
Coefficient of variation (CV)	1.204879415
Kurtosis	8.700656657
Mean	72.56442454
Median Absolute Deviation (MAD)	64.30507577
Skewness	2.303447648
Sum	15169085
Variance	7644.246453

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.000e+00 5.000e-01 1.500e+00 2.500e+00 3.500e+00 ... 6.310e+02 6.325e+02 6.505e+02 8.055e+02 1.147e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	31991	15.3%
1	10854	5.2%
59	5747	2.7%
60	5739	2.7%
2	4726	2.3%
27	4532	2.2%
61	4394	2.1%
33	4268	2.0%
32	4152	2.0%
58	4039	1.9%
Other values (689)	128601	61.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31991	15.3%
1	10854	5.2%
2	4726	2.3%
3	2408	1.2%
4	1992	1.0%

Value	Count	Frequency (%)
1147	1	< 0.1%
1143	1	< 0.1%
1069	1	< 0.1%
1026	1	< 0.1%
1012	1	< 0.1%

received_anzahl_bestandskunden_1m
Categorical

HIGH CORRELATION

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	177539
1	29975
2	1017
4	512

Toggle details

Value	Count	Frequency (%)
0	177539	84.9%
1	29975	14.3%
2	1017	0.5%
4	512	0.2%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

received_anzahl_bestandskunden_1w
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	198852
1	10061
4	128
2	2

Toggle details

Value	Count	Frequency (%)
0	198852	95.1%
1	10061	4.8%
4	128	0.1%
2	2	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

received_anzahl_bestandskunden_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.34903823615237056
Minimum	0
Maximum	12
Zeros	175123
Zeros (%)	83.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9613685334
Coefficient of variation (CV)	2.754335869
Kurtosis	40.59334319
Mean	0.3490382362
Median Absolute Deviation (MAD)	0.5848043037
Skewness	4.75227939
Sum	72964
Variance	0.9242294569

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 8. 12. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	175123	83.8%
3	12302	5.9%
1	11276	5.4%
2	9829	4.7%
12	384	0.2%
4	129	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	175123	83.8%
1	11276	5.4%
2	9829	4.7%
3	12302	5.9%
4	129	0.1%

Value	Count	Frequency (%)
12	384	0.2%
4	129	0.1%
3	12302	5.9%
2	9829	4.7%
1	11276	5.4%

received_anzahl_bestandskunden_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3919241495768813
Minimum	0
Maximum	16
Zeros	174940
Zeros (%)	83.7%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	16
Range	16
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.131614554
Coefficient of variation (CV)	2.887330508
Kurtosis	52.8142034
Mean	0.3919241496
Median Absolute Deviation (MAD)	0.6559723189
Skewness	5.443404979
Sum	81929
Variance	1.280551498

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 4.5 5.5 9. 14. 16. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	174940	83.7%
1	11130	5.3%
2	8928	4.3%
3	8204	3.9%
4	4587	2.2%
5	869	0.4%
16	256	0.1%
12	128	0.1%
6	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	174940	83.7%
1	11130	5.3%
2	8928	4.3%
3	8204	3.9%
4	4587	2.2%

Value	Count	Frequency (%)
16	256	0.1%
12	128	0.1%
6	1	< 0.1%
5	869	0.4%
4	4587	2.2%

received_anzahl_hamburg_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	32
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.2174863544820922
Minimum	0
Maximum	100
Zeros	198222
Zeros (%)	94.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	12
Maximum	100
Range	100
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.115535715
Coefficient of variation (CV)	5.023083579
Kurtosis	104.3652302
Mean	1.217486354
Median Absolute Deviation (MAD)	2.308933881
Skewness	8.382833958
Sum	254507
Variance	37.39977708

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 10.5 12.5 13.5 ... 27.5 28.5 60.5 96. 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	198222	94.8%
21	2184	1.0%
23	2068	1.0%
22	1380	0.7%
20	1304	0.6%
19	870	0.4%
24	502	0.2%
13	315	0.2%
18	300	0.1%
27	291	0.1%
Other values (22)	1607	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	198222	94.8%
1	3	< 0.1%
2	5	< 0.1%
3	7	< 0.1%
4	4	< 0.1%

Value	Count	Frequency (%)
100	128	0.1%
92	256	0.1%
29	62	< 0.1%
28	44	< 0.1%
27	291	0.1%

received_anzahl_hamburg_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	11
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.32133101802021596
Minimum	0
Maximum	32
Zeros	198504
Zeros (%)	95.0%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.676464596
Coefficient of variation (CV)	5.217251066
Kurtosis	129.6572627
Mean	0.321331018
Median Absolute Deviation (MAD)	0.6102619308
Skewness	9.268313835
Sum	67172
Variance	2.810533543

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 1.5 2.5 3.5 4.5 ... 6.5 7.5 16. 28. 32. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	198504	95.0%
6	5990	2.9%
5	2184	1.0%
4	819	0.4%
8	458	0.2%
7	315	0.2%
24	256	0.1%
3	241	0.1%
32	128	0.1%
1	92	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	198504	95.0%
1	92	< 0.1%
2	56	< 0.1%
3	241	0.1%
4	819	0.4%

Value	Count	Frequency (%)
32	128	0.1%
24	256	0.1%
8	458	0.2%
7	315	0.2%
6	5990	2.9%

received_anzahl_hamburg_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	75
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.477351549681166
Minimum	0
Maximum	248
Zeros	198079
Zeros (%)	94.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	53
Maximum	248
Range	248
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	16.811323
Coefficient of variation (CV)	4.834519249
Kurtosis	82.68843682
Mean	3.47735155
Median Absolute Deviation (MAD)	6.590099126
Skewness	7.461985533
Sum	726916
Variance	282.6205811

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 37.5 38.5 52.5 ... 70.5 71.5 158. 246. 248. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	198079	94.8%
61	1523	0.7%
57	1213	0.6%
62	1027	0.5%
53	871	0.4%
63	825	0.4%
56	764	0.4%
65	719	0.3%
55	655	0.3%
70	633	0.3%
Other values (65)	2734	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	198079	94.8%
1	4	< 0.1%
2	3	< 0.1%
3	5	< 0.1%
4	14	< 0.1%

Value	Count	Frequency (%)
248	128	0.1%
244	256	0.1%
72	120	0.1%
71	393	0.2%
70	633	0.3%

received_anzahl_hamburg_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	128
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.871323124907316
Minimum	0
Maximum	500
Zeros	197815
Zeros (%)	94.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	108
Maximum	500
Range	500
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	33.17735038
Coefficient of variation (CV)	4.828378723
Kurtosis	86.95896793
Mean	6.871323125
Median Absolute Deviation (MAD)	13.00610845
Skewness	7.623599479
Sum	1436402
Variance	1100.736578

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 46.5 49.5 91.5 ... 123.5 124.5 125.5 486. 500. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	197815	94.6%
121	2289	1.1%
122	1532	0.7%
115	1026	0.5%
116	1023	0.5%
124	930	0.4%
123	650	0.3%
125	534	0.3%
119	357	0.2%
120	323	0.2%
Other values (118)	2564	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	197815	94.6%
1	5	< 0.1%
2	8	< 0.1%
3	9	< 0.1%
4	14	< 0.1%

Value	Count	Frequency (%)
500	256	0.1%
472	128	0.1%
126	93	< 0.1%
125	534	0.3%
124	930	0.4%

received_anzahl_produktnews_1m
Real number (ℝ_≥0)

ZEROS

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.15418358902235424
Minimum	0
Maximum	8
Zeros	187219
Zeros (%)	89.6%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5814982581
Coefficient of variation (CV)	3.771466612
Kurtosis	57.04333318
Mean	0.154183589
Median Absolute Deviation (MAD)	0.2761737762
Skewness	6.44387175
Sum	32231
Variance	0.3381402242

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 6.5 7.5 8. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	187219	89.6%
1	16425	7.9%
2	3611	1.7%
4	633	0.3%
5	341	0.2%
6	296	0.1%
3	296	0.1%
8	129	0.1%
7	93	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	187219	89.6%
1	16425	7.9%
2	3611	1.7%
3	296	0.1%
4	633	0.3%

Value	Count	Frequency (%)
8	129	0.1%
7	93	< 0.1%
6	296	0.1%
5	341	0.2%
4	633	0.3%

received_anzahl_produktnews_1w
Real number (ℝ_≥0)

ZEROS

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.040015690551704675
Minimum	0
Maximum	4
Zeros	201706
Zeros (%)	96.5%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2344897684
Coefficient of variation (CV)	5.859945565
Kurtosis	100.9038587
Mean	0.04001569055
Median Absolute Deviation (MAD)	0.07722243633
Skewness	8.434707602
Sum	8365
Variance	0.05498545148

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	201706	96.5%
1	6822	3.3%
2	193	0.1%
4	191	0.1%
3	131	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	201706	96.5%
1	6822	3.3%
2	193	0.1%
3	131	0.1%
4	191	0.1%

Value	Count	Frequency (%)
4	191	0.1%
3	131	0.1%
2	193	0.1%
1	6822	3.3%
0	201706	96.5%

received_anzahl_produktnews_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	14
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3727654119009008
Minimum	0
Maximum	32
Zeros	165310
Zeros (%)	79.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.214317884
Coefficient of variation (CV)	3.257592699
Kurtosis	288.7604627
Mean	0.3727654119
Median Absolute Deviation (MAD)	0.5895614801
Skewness	12.79361673
Sum	77924
Variance	1.474567924

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 7.5 8.5 11.5 22. 32. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	165310	79.1%
1	27744	13.3%
2	10594	5.1%
3	2272	1.1%
7	817	0.4%
4	727	0.3%
8	545	0.3%
6	505	0.2%
5	390	0.2%
32	128	0.1%
Other values (4)	11	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	165310	79.1%
1	27744	13.3%
2	10594	5.1%
3	2272	1.1%
4	727	0.3%

Value	Count	Frequency (%)
32	128	0.1%
12	3	< 0.1%
11	2	< 0.1%
10	1	< 0.1%
9	5	< 0.1%

received_anzahl_produktnews_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	16
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.41774658802255993
Minimum	0
Maximum	32
Zeros	163582
Zeros (%)	78.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	32
Range	32
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.292078045
Coefficient of variation (CV)	3.092970912
Kurtosis	228.1589539
Mean	0.417746588
Median Absolute Deviation (MAD)	0.6537968013
Skewness	11.18467578
Sum	87327
Variance	1.669465675

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 9.5 11.5 12.5 24. 32. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	163582	78.3%
1	25966	12.4%
2	11902	5.7%
3	3716	1.8%
4	1355	0.6%
7	741	0.4%
8	525	0.3%
6	513	0.2%
5	383	0.2%
12	135	0.1%
Other values (6)	225	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	163582	78.3%
1	25966	12.4%
2	11902	5.7%
3	3716	1.8%
4	1355	0.6%

Value	Count	Frequency (%)
32	128	0.1%
16	1	< 0.1%
13	2	< 0.1%
12	135	0.1%
11	2	< 0.1%

received_anzahl_zeitbrief_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	9
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.9982348129332244
Minimum	0
Maximum	20
Zeros	119367
Zeros (%)	57.1%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	5
Maximum	20
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.549552301
Coefficient of variation (CV)	1.275902254
Kurtosis	7.062032153
Mean	1.998234813
Median Absolute Deviation (MAD)	2.289747776
Skewness	1.595294991
Sum	417717
Variance	6.500216936

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 3.5 4.5 5.5 11. 18. 20. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	119367	57.1%
4	41708	20.0%
5	40775	19.5%
6	3965	1.9%
1	806	0.4%
2	724	0.3%
3	674	0.3%
20	640	0.3%
16	384	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	119367	57.1%
1	806	0.4%
2	724	0.3%
3	674	0.3%
4	41708	20.0%

Value	Count	Frequency (%)
20	640	0.3%
16	384	0.2%
6	3965	1.9%
5	40775	19.5%
4	41708	20.0%

received_anzahl_zeitbrief_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5144491803121846
Minimum	0
Maximum	4
Zeros	121309
Zeros (%)	58.0%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6864837015
Coefficient of variation (CV)	1.334405278
Kurtosis	2.442622592
Mean	0.5144491803
Median Absolute Deviation (MAD)	0.597076349
Skewness	1.362062498
Sum	107542
Variance	0.4712598724

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	121309	58.0%
1	70242	33.6%
2	16200	7.7%
4	1024	0.5%
3	268	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	121309	58.0%
1	70242	33.6%
2	16200	7.7%
3	268	0.1%
4	1024	0.5%

Value	Count	Frequency (%)
4	1024	0.5%
3	268	0.1%
2	16200	7.7%
1	70242	33.6%
0	121309	58.0%

received_anzahl_zeitbrief_3m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	18
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.864898609377018
Minimum	0
Maximum	56
Zeros	115316
Zeros (%)	55.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	13
95-th percentile	14
Maximum	56
Range	56
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	7.286755502
Coefficient of variation (CV)	1.242435034
Kurtosis	7.102470197
Mean	5.864898609
Median Absolute Deviation (MAD)	6.585449157
Skewness	1.562720274
Sum	1226016
Variance	53.09680574

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 3.5 6.5 ... 13.5 14.5 33.5 54. 56. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	115316	55.2%
13	60091	28.7%
14	22566	10.8%
12	2056	1.0%
1	990	0.5%
2	785	0.4%
3	785	0.4%
4	716	0.3%
6	672	0.3%
5	659	0.3%
Other values (8)	4407	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	115316	55.2%
1	990	0.5%
2	785	0.4%
3	785	0.4%
4	716	0.3%

Value	Count	Frequency (%)
56	512	0.2%
52	512	0.2%
15	598	0.3%
14	22566	10.8%
13	60091	28.7%

received_anzahl_zeitbrief_6m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	32
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.84289356735217
Minimum	0
Maximum	108
Zeros	109362
Zeros (%)	52.3%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	26
95-th percentile	27
Maximum	108
Range	108
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	14.29613532
Coefficient of variation (CV)	1.207148847
Kurtosis	6.94509953
Mean	11.84289357
Median Absolute Deviation (MAD)	12.89401035
Skewness	1.521915396
Sum	2475674
Variance	204.379485

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 3.5 5.5 ... 27.5 64. 102. 106. 108. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	109362	52.3%
26	42480	20.3%
27	33399	16.0%
25	6655	3.2%
1	1148	0.5%
2	892	0.4%
6	848	0.4%
3	834	0.4%
4	754	0.4%
21	700	0.3%
Other values (22)	11971	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	109362	52.3%
1	1148	0.5%
2	892	0.4%
3	834	0.4%
4	754	0.4%

Value	Count	Frequency (%)
108	640	0.3%
104	256	0.1%
100	128	0.1%
28	438	0.2%
27	33399	16.0%

rechnungsmonat
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	187973
1	21070

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	187973	89.9%
1	21070	10.1%

shop_kauf
Real number (ℝ_≥0)

ZEROS

Distinct count	64
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5372770195605688
Minimum	0
Maximum	152
Zeros	180712
Zeros (%)	86.4%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	152
Range	152
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.468260135
Coefficient of variation (CV)	4.594017695
Kurtosis	503.7896737
Mean	0.5372770196
Median Absolute Deviation (MAD)	0.928922803
Skewness	14.97943603
Sum	112314
Variance	6.092308095

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 4.5 ... 32.5 54.5 77.5 79. 152. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	180712	86.4%
1	9270	4.4%
2	6770	3.2%
4	2777	1.3%
3	2684	1.3%
6	1423	0.7%
5	1127	0.5%
8	869	0.4%
7	606	0.3%
10	477	0.2%
Other values (54)	2328	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	180712	86.4%
1	9270	4.4%
2	6770	3.2%
3	2684	1.3%
4	2777	1.3%

Value	Count	Frequency (%)
152	5	< 0.1%
80	1	< 0.1%
78	9	< 0.1%
77	2	< 0.1%
64	8	< 0.1%

sit_reg
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	193160
1	15883

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	193160	92.4%
1	15883	7.6%

sso_reg
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

1	148376
0	60667

Toggle details

Frequency Table

Value	Count	Frequency (%)
1	148376	71.0%
0	60667	29.0%

studentenabo
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	186068
1	22975

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	186068	89.0%
1	22975	11.0%

titel
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

kein Titel	187466
akademischer Titel	18635
sonstiger Titel	2942

Toggle details

Value	Count	Frequency (%)
kein Titel	187466	89.7%
akademischer Titel	18635	8.9%
sonstiger Titel	2942	1.4%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	True
Contains non-words	True

Length

Max length	18
Mean length	10.78352301
Min length	10

training_set
Boolean

CONST

Distinct count	1
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

1	209043

Toggle details

Frequency Table

Value	Count	Frequency (%)
1	209043	100.0%

unsubscribed_anzahl_1m
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.013442210454308443
Minimum	0
Maximum	5
Zeros	206538
Zeros (%)	98.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1300996398
Coefficient of variation (CV)	9.678440924
Kurtosis	200.5248926
Mean	0.01344221045
Median Absolute Deviation (MAD)	0.02656226004
Skewness	12.11512702
Sum	2810
Variance	0.01692591627

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	206538	98.8%
1	2257	1.1%
2	209	0.1%
3	24	< 0.1%
4	12	< 0.1%
5	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	206538	98.8%
1	2257	1.1%
2	209	0.1%
3	24	< 0.1%
4	12	< 0.1%

Value	Count	Frequency (%)
5	3	< 0.1%
4	12	< 0.1%
3	24	< 0.1%
2	209	0.1%
1	2257	1.1%

unsubscribed_anzahl_1w
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.013442210454308443
Minimum	0
Maximum	5
Zeros	206538
Zeros (%)	98.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1300996398
Coefficient of variation (CV)	9.678440924
Kurtosis	200.5248926
Mean	0.01344221045
Median Absolute Deviation (MAD)	0.02656226004
Skewness	12.11512702
Sum	2810
Variance	0.01692591627

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	206538	98.8%
1	2257	1.1%
2	209	0.1%
3	24	< 0.1%
4	12	< 0.1%
5	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	206538	98.8%
1	2257	1.1%
2	209	0.1%
3	24	< 0.1%
4	12	< 0.1%

Value	Count	Frequency (%)
5	3	< 0.1%
4	12	< 0.1%
3	24	< 0.1%
2	209	0.1%
1	2257	1.1%

unsubscribed_anzahl_3m
Real number (ℝ_≥0)

ZEROS

Distinct count	8
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03309845342824204
Minimum	0
Maximum	8
Zeros	203134
Zeros (%)	97.2%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2115799715
Coefficient of variation (CV)	6.392442835
Kurtosis	112.1591787
Mean	0.03309845343
Median Absolute Deviation (MAD)	0.06432572474
Skewness	8.591257653
Sum	6919
Variance	0.04476608433

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 8. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	203134	97.2%
1	5112	2.4%
2	651	0.3%
3	106	0.1%
4	24	< 0.1%
5	9	< 0.1%
6	5	< 0.1%
8	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	203134	97.2%
1	5112	2.4%
2	651	0.3%
3	106	0.1%
4	24	< 0.1%

Value	Count	Frequency (%)
8	2	< 0.1%
6	5	< 0.1%
5	9	< 0.1%
4	24	< 0.1%
3	106	0.1%

unsubscribed_anzahl_6m
Real number (ℝ_≥0)

ZEROS

Distinct count	11
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.06301574317245734
Minimum	0
Maximum	13
Zeros	198263
Zeros (%)	94.8%
Memory size	1.6 MiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3018528649
Coefficient of variation (CV)	4.790118306
Kurtosis	121.0113538
Mean	0.06301574317
Median Absolute Deviation (MAD)	0.1195322521
Skewness	7.478109486
Sum	13173
Variance	0.09111515205

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 13. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	198263	94.8%
1	8914	4.3%
2	1502	0.7%
3	284	0.1%
4	48	< 0.1%
5	20	< 0.1%
13	4	< 0.1%
6	3	< 0.1%
8	2	< 0.1%
7	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	198263	94.8%
1	8914	4.3%
2	1502	0.7%
3	284	0.1%
4	48	< 0.1%

Value	Count	Frequency (%)
13	4	< 0.1%
11	1	< 0.1%
8	2	< 0.1%
7	2	< 0.1%
6	3	< 0.1%

unsubscribed_anzahl_bestandskunden_1m
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208886
1	157

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208886	99.9%
1	157	0.1%

unsubscribed_anzahl_bestandskunden_1w
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208886
1	157

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208886	99.9%
1	157	0.1%

unsubscribed_anzahl_bestandskunden_3m
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208706
1	337

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208706	99.8%
1	337	0.2%

unsubscribed_anzahl_bestandskunden_6m
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208680
1	363

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208680	99.8%
1	363	0.2%

unsubscribed_anzahl_hamburg_1m
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208961
1	82

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208961	> 99.9%
1	82	< 0.1%

unsubscribed_anzahl_hamburg_1w
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208961
1	82

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208961	> 99.9%
1	82	< 0.1%

unsubscribed_anzahl_hamburg_3m
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208832
1	211

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208832	99.9%
1	211	0.1%

unsubscribed_anzahl_hamburg_6m
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208598
1	445

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208598	99.8%
1	445	0.2%

unsubscribed_anzahl_produktnews_1m
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208947
1	96

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208947	> 99.9%
1	96	< 0.1%

unsubscribed_anzahl_produktnews_1w
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208947
1	96

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208947	> 99.9%
1	96	< 0.1%

unsubscribed_anzahl_produktnews_3m
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208831
1	212

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208831	99.9%
1	212	0.1%

unsubscribed_anzahl_produktnews_6m
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208793
1	250

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208793	99.9%
1	250	0.1%

unsubscribed_anzahl_zeitbrief_1m
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208281
1	762

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208281	99.6%
1	762	0.4%

unsubscribed_anzahl_zeitbrief_1w
Boolean

HIGH CORRELATION

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208281
1	762

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	208281	99.6%
1	762	0.4%

unsubscribed_anzahl_zeitbrief_3m
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	207257
1	1786

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	207257	99.1%
1	1786	0.9%

unsubscribed_anzahl_zeitbrief_6m
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	205657
1	3384
2	2

Toggle details

Value	Count	Frequency (%)
0	205657	98.4%
1	3384	1.6%
2	2	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

unterbrechung
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	187785
1	21258

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	187785	89.8%
1	21258	10.2%

zahlung_rhythmus_name
Categorical

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

jährlich	130711
halbjährlich	50933
vierteljährlich	26631
monatlich	647
zweijährlich	101

Toggle details

Value	Count	Frequency (%)
jährlich	130711	62.5%
halbjährlich	50933	24.4%
vierteljährlich	26631	12.7%
monatlich	647	0.3%
zweijährlich	101	< 0.1%
einmalige Berechnung	20	< 0.1%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	True
Contains non-words	True

Length

Max length	20
Mean length	9.872533402
Min length	8

zahlung_weg_name
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Bankeinzug	108076
Rechnung	95543
Kreditkarte	3266
PayPal	2158

Toggle details

Value	Count	Frequency (%)
Bankeinzug	108076	51.7%
Rechnung	95543	45.7%
Kreditkarte	3266	1.6%
PayPal	2158	1.0%

Composition

Contains chars	True
Contains digits	False
Contains whitespace	False
Contains non-words	False

Length

Max length	11
Mean length	9.060231627
Min length	6

zon_app_sonstige
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208565
1	344
2	134

Toggle details

Value	Count	Frequency (%)
0	208565	99.8%
1	344	0.2%
2	134	0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_blog_kommentare
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208947
1	75
2	21

Toggle details

Value	Count	Frequency (%)
0	208947	> 99.9%
1	75	< 0.1%
2	21	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_boa
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	207564
1	1174
2	305

Toggle details

Value	Count	Frequency (%)
0	207564	99.3%
1	1174	0.6%
2	305	0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_che_opt_in
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208657
1	312
2	74

Toggle details

Value	Count	Frequency (%)
0	208657	99.8%
1	312	0.1%
2	74	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_community
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	209040
1	2
2	1

Toggle details

Value	Count	Frequency (%)
0	209040	> 99.9%
1	2	< 0.1%
2	1	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_kommentar
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208581
1	281
2	181

Toggle details

Value	Count	Frequency (%)
0	208581	99.8%
1	281	0.1%
2	181	0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_premium
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	181325
1	19658
2	8060

Toggle details

Value	Count	Frequency (%)
0	181325	86.7%
1	19658	9.4%
2	8060	3.9%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_quiz
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	209007
1	20
2	16

Toggle details

Value	Count	Frequency (%)
0	209007	> 99.9%
1	20	< 0.1%
2	16	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_rawr
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208981
1	54
2	8

Toggle details

Value	Count	Frequency (%)
0	208981	> 99.9%
1	54	< 0.1%
2	8	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_schach
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208991
1	42
2	10

Toggle details

Value	Count	Frequency (%)
0	208991	> 99.9%
1	42	< 0.1%
2	10	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_sit_opt_in
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	208874
1	145
2	24

Toggle details

Value	Count	Frequency (%)
0	208874	99.9%
1	145	0.1%
2	24	< 0.1%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_sonstige
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	201412
1	5091
2	2540

Toggle details

Value	Count	Frequency (%)
0	201412	96.3%
1	5091	2.4%
2	2540	1.2%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_zp_grey
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	181289
1	19975
2	7779

Toggle details

Value	Count	Frequency (%)
0	181289	86.7%
1	19975	9.6%
2	7779	3.7%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

zon_zp_red
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

0	202221
1	4733
2	2089

Toggle details

Value	Count	Frequency (%)
0	202221	96.7%
1	4733	2.3%
2	2089	1.0%

Composition

Contains chars	False
Contains digits	True
Contains whitespace	False
Contains non-words	False

Length

Max length	1
Mean length	1
Min length	1

First rows

	abo_registrierung_min	aboform_name	anrede	avg_churn	boa_reg	clicked_anzahl_1m	clicked_anzahl_1w	clicked_anzahl_3m	clicked_anzahl_6m	clickrate_1m	clickrate_1w	clickrate_3m	cnt_abo	cnt_abo_diezeit	cnt_abo_diezeit_digital	cnt_abo_magazin	cnt_umwandlungsstatus2_dkey	date_x	email_am_kunden	kanal	kuendigungs_eingangs_datum	land_iso_code	lesedauer	liefer_beginn_evt	metropole	nl_aktivitaet	nl_bounced_sum	nl_registrierung_min	nl_zeitbrief	nl_zeitshop	nl_zeitverlag_hamburg	objekt_name	opened_anzahl_1m	opened_anzahl_1w	opened_anzahl_3m	opened_anzahl_bestandskunden_3m	opened_anzahl_hamburg_1m	opened_anzahl_hamburg_1w	opened_anzahl_hamburg_3m	opened_anzahl_produktnews_3m	opened_anzahl_zeitbrief_1m	opened_anzahl_zeitbrief_1w	opened_anzahl_zeitbrief_3m	openedanzahl_6m	openedanzahl_bestandskunden_6m	openedanzahl_hamburg_6m	openedanzahl_produktnews_6m	openedanzahl_zeitbrief_6m	openrate_1m	openrate_1w	openrate_3m	openrate_bestandskunden_3m	openrate_hamburg_1m	openrate_hamburg_1w	openrate_hamburg_3m	openrate_produktnews_3m	openrate_zeitbrief_1m	openrate_zeitbrief_1w	openrate_zeitbrief_3m	ort	plz_1	plz_2	plz_3	received_anzahl_1m	received_anzahl_1w	received_anzahl_3m	received_anzahl_6m	received_anzahl_bestandskunden_1m	received_anzahl_bestandskunden_3m	received_anzahl_bestandskunden_6m	received_anzahl_hamburg_1m	received_anzahl_hamburg_1w	received_anzahl_hamburg_3m	received_anzahl_hamburg_6m	received_anzahl_produktnews_1m	received_anzahl_produktnews_1w	received_anzahl_produktnews_3m	received_anzahl_produktnews_6m	received_anzahl_zeitbrief_1m	received_anzahl_zeitbrief_1w	received_anzahl_zeitbrief_3m	received_anzahl_zeitbrief_6m	shop_kauf	sso_reg	titel	training_set	zahlung_rhythmus_name	zahlung_weg_name
0	2005-01-27 07:53:59	Probeabo	Frau	0.133879	0	2	1	2	2	0.13	0.25	0.05	4	2	0	2	2	2019-06-18 00:00:00	1.0	andere	NaN	DE	68	2013-10-02	0	14	1	2005-09-30 00:00:00	2	2	0	ZEIT Digital	15	4	38	0	0	0	0	0	5	1	13	74	0	0	0	25	1.07	0.67	0.88	0.00	0.0	0.0	0.00	0.0	1.00	0.5	0.93	Erbach	6	64	647	14	6	43	80	0	0	0	0	0	0	0	0	0	0	0	5	2	14	26	4	1	akademischer Titel	1	jährlich	Bankeinzug
1	2005-01-27 07:53:59	Probeabo	Frau	0.133879	0	2	1	2	2	0.13	0.25	0.05	4	2	0	2	2	2019-06-18 00:00:00	1.0	andere	NaN	DE	68	2013-10-02	0	14	1	2005-09-30 00:00:00	2	2	0	ZEIT Digital	15	4	38	0	0	0	0	0	5	1	13	74	0	0	0	25	1.07	0.67	0.88	0.00	0.0	0.0	0.00	0.0	1.00	0.5	0.93	Erbach	6	64	647	14	6	43	80	0	0	0	0	0	0	0	0	0	0	0	5	2	14	26	4	1	akademischer Titel	1	jährlich	Bankeinzug
2	2005-01-27 07:53:59	Probeabo	Frau	0.133879	0	2	1	2	2	0.13	0.25	0.05	4	2	0	2	2	2019-06-18 00:00:00	1.0	andere	NaN	DE	68	2013-10-02	0	14	1	2005-09-30 00:00:00	2	2	0	ZEIT Digital	15	4	38	0	0	0	0	0	5	1	13	74	0	0	0	25	1.07	0.67	0.88	0.00	0.0	0.0	0.00	0.0	1.00	0.5	0.93	Erbach	6	64	647	14	6	43	80	0	0	0	0	0	0	0	0	0	0	0	5	2	14	26	4	1	akademischer Titel	1	jährlich	Bankeinzug
3	2013-10-12 02:44:43	Festabo	Herr	0.172959	0	1	0	1	1	0.05	0.00	0.03	0	0	0	0	0	2019-10-02 00:00:00	1.0	andere	NaN	DE	72	2013-10-17	0	14	0	2013-10-11 16:36:26	2	0	0	ZEIT Digital	20	9	29	0	0	0	0	0	4	3	5	46	0	0	0	9	0.57	0.82	0.31	0.00	0.0	0.0	0.00	0.0	0.67	1.0	0.36	Mainz	5	55	551	35	11	95	183	0	0	0	0	0	0	0	0	0	0	0	6	3	14	27	0	1	kein Titel	1	jährlich	Bankeinzug
4	1900-01-01 00:00:00	Festabo	Frau	0.309526	1	0	0	0	0	0.00	0.00	0.00	0	0	0	0	0	2019-07-30 00:00:00	1.0	andere	NaN	andere	70	2013-09-12	0	14	0	2013-08-07 21:28:19	2	0	0	ZEIT Digital	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	1	0.00	0.00	0.00	0.00	0.0	0.0	0.00	0.0	0.00	0.0	0.00	London	xx	xx	xx	8	2	26	55	0	0	0	0	0	0	0	0	0	0	0	4	1	13	25	0	1	kein Titel	1	vierteljährlich	Bankeinzug
5	2013-10-15 02:45:54	Probeabo	Herr	0.127118	0	0	0	0	1	0.00	0.00	0.00	0	0	0	0	0	2020-02-26 00:00:00	1.0	andere	NaN	DE	75	2013-11-14	0	16	0	2013-10-14 18:36:26	2	0	0	ZEIT Digital	3	1	8	0	0	0	0	0	0	0	0	31	0	0	0	1	0.09	0.11	0.10	0.00	0.0	0.0	0.00	0.0	0.00	0.0	0.00	Großnaundorf	0	01	019	33	9	83	178	1	1	1	0	0	0	0	0	0	0	0	5	2	13	27	0	1	kein Titel	1	jährlich	Bankeinzug
6	2013-10-14 10:18:16	Probeabo	Herr	0.114840	0	0	0	0	1	0.00	0.00	0.00	0	0	0	0	0	2020-05-18 00:00:00	1.0	andere	NaN	DE	78	2013-11-14	0	18	0	2013-10-13 14:53:34	2	0	2	ZEIT Digital	61	19	172	2	21	6	66	1	3	1	9	287	2	118	1	19	0.88	0.95	0.85	0.67	1.0	1.0	0.94	1.0	0.75	1.0	0.69	Schiphorst	2	23	238	69	20	202	338	1	3	3	21	6	70	124	0	0	1	1	4	1	13	26	0	1	kein Titel	1	jährlich	Rechnung
7	2013-11-29 02:30:24	Probeabo	Frau	0.172727	0	0	0	0	2	0.00	0.00	0.00	0	0	0	0	0	2019-10-31 00:00:00	1.0	andere	NaN	DE	69	2014-01-02	0	7	0	2008-10-08 07:58:45	2	0	0	ZEIT Digital	0	0	0	0	0	0	0	0	0	0	0	3	0	0	0	0	0.00	0.00	0.00	0.00	0.0	0.0	0.00	0.0	0.00	0.0	0.00	Sondershausen	9	99	997	5	1	16	31	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	kein Titel	1	jährlich	Bankeinzug
8	2013-11-29 02:30:24	Probeabo	Frau	0.172727	0	0	0	0	2	0.00	0.00	0.00	0	0	0	0	0	2019-10-31 00:00:00	1.0	andere	NaN	DE	69	2014-01-02	0	7	0	2008-10-08 07:58:45	2	0	0	ZEIT Digital	0	0	0	0	0	0	0	0	0	0	0	3	0	0	0	0	0.00	0.00	0.00	0.00	0.0	0.0	0.00	0.0	0.00	0.0	0.00	Sondershausen	9	99	997	5	1	16	31	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	kein Titel	1	jährlich	Bankeinzug
9	2012-05-10 16:11:48	Festabo	Frau	0.141768	0	0	0	0	0	0.00	0.00	0.00	2	1	1	0	1	2020-04-02 00:00:00	1.0	andere	NaN	DE	76	2013-12-12	1	18	0	2013-12-10 09:42:58	2	0	0	ZEIT Digital	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.00	0.00	0.00	0.00	0.0	0.0	0.00	0.0	0.00	0.0	0.00	München	8	81	812	7	3	16	33	0	0	0	0	0	0	0	2	1	2	2	0	0	0	0	0	1	kein Titel	1	jährlich	Bankeinzug

Last rows

	abo_registrierung_min	aboform_name	anrede	avg_churn	boa_reg	che_reg	churn	clicked_anzahl_1m	clicked_anzahl_1w	clicked_anzahl_3m	clicked_anzahl_6m	clicked_anzahl_produktnews_3m	clicked_anzahl_produktnews_6m	clicked_anzahl_zeitbrief_1m	clicked_anzahl_zeitbrief_1w	clicked_anzahl_zeitbrief_3m	clicked_anzahl_zeitbrief_6m	clickrate_1m	clickrate_1w	clickrate_3m	clickrate_produktnews_3m	clickrate_zeitbrief_1m	clickrate_zeitbrief_1w	clickrate_zeitbrief_3m	cnt_abo	cnt_abo_diezeit	cnt_abo_diezeit_digital	cnt_abo_magazin	cnt_umwandlungsstatus2_dkey	date_x	email_am_kunden	kanal	kuendigungs_eingangs_datum	land_iso_code	lesedauer	liefer_beginn_evt	metropole	nl_aktivitaet	nl_blacklist_sum	nl_registrierung_min	nl_zeitbrief	objekt_name	opened_anzahl_1m	opened_anzahl_1w	opened_anzahl_3m	opened_anzahl_produktnews_1m	opened_anzahl_produktnews_3m	opened_anzahl_zeitbrief_1m	opened_anzahl_zeitbrief_1w	opened_anzahl_zeitbrief_3m	openedanzahl_6m	openedanzahl_produktnews_6m	openedanzahl_zeitbrief_6m	openrate_1m	openrate_1w	openrate_3m	openrate_produktnews_1m	openrate_produktnews_3m	openrate_zeitbrief_1m	openrate_zeitbrief_1w	openrate_zeitbrief_3m	ort	plz_1	plz_2	plz_3	received_anzahl_1m	received_anzahl_1w	received_anzahl_3m	received_anzahl_6m	received_anzahl_produktnews_1m	received_anzahl_produktnews_3m	received_anzahl_produktnews_6m	received_anzahl_zeitbrief_1m	received_anzahl_zeitbrief_1w	received_anzahl_zeitbrief_3m	received_anzahl_zeitbrief_6m	rechnungsmonat	sso_reg	studentenabo	titel	training_set	zahlung_rhythmus_name	zahlung_weg_name	zon_premium	zon_zp_grey
209033	2019-02-20 03:55:17	Negative Option	Frau	0.683508	0	0	0	0	0	0	0	0	0	0	0	0	0	0.00	0.00	0.00	0.00	0.0	0.0	0.00	0	0	0	0	0	2019-09-19 00:00:00	1.0	andere	NaN	DE	5	2019-04-10	1	5	0	2019-02-18 08:21:48	2	ZEIT Digital	0	0	0	0	0	0	0	0	0	0	0	0.00	0.00	0.00	0.0	0.00	0.00	0.0	0.00	Berlin	1	12	120	10	2	28	55	0	0	0	5	1	13	26	0	1	0	kein Titel	1	halbjährlich	Bankeinzug	0	0
209034	2017-07-26 16:58:21	Festabo	Herr	0.484702	1	1	1	0	0	0	0	0	0	0	0	0	0	0.00	0.00	0.00	0.00	0.0	0.0	0.00	2	1	1	0	1	2020-03-14 00:00:00	1.0	B2B	2020-03-14	DE	13	2019-02-28	0	14	0	2017-04-18 09:46:49	2	DIE ZEIT	0	0	0	0	0	0	0	0	0	0	0	0.00	0.00	0.00	0.0	0.00	0.00	0.0	0.00	Witten	5	58	584	1	0	1	1	1	1	1	0	0	0	0	0	1	1	kein Titel	1	vierteljährlich	Bankeinzug	1	0
209035	2016-11-17 15:40:23	Negative Option	Herr	0.588826	0	0	1	0	0	1	1	0	0	0	0	0	0	0.00	0.00	0.08	0.00	0.0	0.0	0.00	4	2	1	1	2	2019-11-12 00:00:00	1.0	andere	2019-11-12	DE	8	2019-03-28	1	5	0	2018-05-01 12:17:01	2	DIE ZEIT	4	0	13	0	0	1	0	5	14	0	5	0.40	0.00	0.42	0.0	0.00	0.25	0.0	0.36	Köln	5	51	511	10	3	31	56	0	0	0	4	1	14	26	0	1	0	kein Titel	1	halbjährlich	Rechnung	1	0
209036	2008-04-16 11:35:22	Negative Option	Frau	0.643506	0	0	1	1	1	4	7	0	0	0	0	3	3	0.08	0.25	0.12	0.00	0.0	0.0	0.21	5	5	0	0	0	2019-10-23 00:00:00	1.0	andere	2019-10-23	DE	7	2019-03-28	1	5	0	2009-12-04 15:04:33	2	DIE ZEIT	13	4	33	0	0	5	1	14	56	0	26	0.21	0.25	0.19	0.0	0.00	0.83	0.5	1.00	München	8	81	814	62	16	171	327	0	0	0	6	2	14	27	0	1	0	kein Titel	1	halbjährlich	Rechnung	0	0
209037	2008-04-16 11:35:22	Negative Option	Frau	0.643506	0	0	1	1	1	4	7	0	0	0	0	3	3	0.08	0.25	0.12	0.00	0.0	0.0	0.21	5	5	0	0	0	2019-10-23 00:00:00	1.0	andere	2019-10-23	DE	7	2019-03-28	1	5	0	2009-12-04 15:04:33	2	DIE ZEIT	13	4	33	0	0	5	1	14	56	0	26	0.21	0.25	0.19	0.0	0.00	0.83	0.5	1.00	München	8	81	814	62	16	171	327	0	0	0	6	2	14	27	0	1	0	kein Titel	1	halbjährlich	Rechnung	0	0
209038	2015-10-06 15:55:49	Negative Option	Frau	0.513850	0	0	0	0	0	1	1	0	0	0	0	0	0	0.00	0.00	0.33	0.00	0.0	0.0	0.00	2	1	1	0	2	2019-12-15 00:00:00	1.0	andere	NaN	DE	9	2019-03-28	0	6	0	2015-10-06 15:55:49	2	DIE ZEIT	0	0	3	0	0	0	0	1	4	0	1	0.00	0.00	0.09	0.0	0.00	0.00	0.0	0.07	Burbach	5	57	572	11	2	32	59	0	0	0	4	1	14	27	0	0	0	kein Titel	1	halbjährlich	Rechnung	0	0
209039	1900-01-01 00:00:00	Geschenkabo	Herr	0.435454	0	0	1	0	0	0	0	0	0	0	0	0	0	0.00	0.00	0.00	0.00	0.0	0.0	0.00	0	0	0	0	0	2020-02-27 00:00:00	0.0	Fremdwerbung	2020-02-27	andere	10	2019-04-11	0	0	0	1900-01-01 00:00:00	0	DIE ZEIT	0	0	0	0	0	0	0	0	0	0	0	0.00	0.00	0.00	0.0	0.00	0.00	0.0	0.00	Madrid	xx	xx	xx	0	0	0	0	0	0	0	0	0	0	0	0	0	0	kein Titel	1	jährlich	Rechnung	0	0
209040	2008-09-22 08:31:57	Negative Option	Herr	0.702078	0	0	0	0	0	0	0	0	0	0	0	0	0	0.00	0.00	0.00	0.00	0.0	0.0	0.00	3	3	0	0	0	2019-09-23 00:00:00	1.0	andere	NaN	DE	6	2019-03-28	0	4	3	2008-09-22 08:31:57	2	DIE ZEIT	0	0	0	0	0	0	0	0	9	0	4	0.00	0.00	0.00	0.0	0.00	0.00	0.0	0.00	Iserlohn	5	58	586	0	0	0	19	0	0	0	0	0	0	9	1	1	0	kein Titel	1	halbjährlich	Bankeinzug	0	1
209041	2007-01-18 11:00:33	Festabo	Herr	0.371599	0	0	0	0	0	3	4	2	2	0	0	0	1	0.00	0.00	0.12	0.33	0.0	0.0	0.00	4	2	0	1	2	2020-04-28 00:00:00	1.0	Mailings	NaN	DE	14	2019-02-28	0	9	0	2016-11-16 20:44:53	2	DIE ZEIT	7	0	26	2	6	1	0	7	37	6	10	0.37	0.00	0.50	1.0	0.75	0.20	0.0	0.50	Ravensburg	8	88	882	19	5	52	101	2	8	8	5	2	14	26	0	1	0	kein Titel	1	jährlich	Rechnung	0	0
209042	2008-04-16 10:46:45	Negative Option	Herr	0.643506	0	0	1	2	1	3	5	0	0	1	1	1	2	0.18	0.33	0.12	0.00	0.2	1.0	0.08	6	4	2	0	1	2019-10-28 00:00:00	1.0	andere	2019-10-28	DE	7	2019-03-28	0	6	0	2008-08-13 14:16:43	2	DIE ZEIT	11	3	25	0	0	5	1	12	50	0	24	1.00	1.50	0.81	0.0	0.00	1.00	1.0	0.86	Bad Dürkheim	6	67	670	11	2	31	57	0	0	0	5	1	14	27	0	1	0	sonstiger Titel	1	halbjährlich	Rechnung	1	0

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows